STROKE PREDICTION
Paulina Suvorov
2022-09-27
mydata <- read.table("C:/Users/pauli/OneDrive/Desktop/BootcampR/healthcare-dataset-stroke-data.csv", header = TRUE, sep = ",", dec = ",")
head(mydata)## id gender age hypertension heart_disease ever_married work_type
## 1 9046 Male 67 0 1 Yes Private
## 2 51676 Female 61 0 0 Yes Self-employed
## 3 31112 Male 80 0 1 Yes Private
## 4 60182 Female 49 0 0 Yes Private
## 5 1665 Female 79 1 0 Yes Self-employed
## 6 56669 Male 81 0 0 Yes Private
## Residence_type avg_glucose_level bmi smoking_status stroke
## 1 Urban 228.69 36.6 formerly smoked 1
## 2 Rural 202.21 N/A never smoked 1
## 3 Rural 105.92 32.5 never smoked 1
## 4 Urban 171.23 34.4 smokes 1
## 5 Rural 174.12 24 never smoked 1
## 6 Urban 186.21 29 formerly smoked 1Description: 1.- Gender: Male or Female 2.- Age: age of a patient in years 3.- Hypertension(high blood pressure):0-the patient doesn’t have hypertension, 1-the patient has hypertension 4.- Heart disease:0-the patient doesn’t have any heart diseases, 1-the patient has a heart disease 5.- Average Glucose level: average glucose level in blood of a patient 16.- Bmi: body mass index
#remove the variables we do not need
mydata1 <- mydata[,c(-1,-6,-7,-8,-11,-12)]colnames(mydata1) <- c("Gender", "Age", "Hypertension", "Heart_Disease", "Average_glucose_level", "Body_mass_index")#remove the N/A values from the dataset
mydata1[mydata1 == "N/A"] <- NA
na.omit(mydata1)## Gender Age Hypertension Heart_Disease Average_glucose_level
## 1 Male 67 0 1 228.69
## 3 Male 80 0 1 105.92
## 4 Female 49 0 0 171.23
## 5 Female 79 1 0 174.12
## 6 Male 81 0 0 186.21
## 7 Male 74 1 1 70.09
## 8 Female 69 0 0 94.39
## 10 Female 78 0 0 58.57
## 11 Female 81 1 0 80.43
## 12 Female 61 0 1 120.46
## 13 Female 54 0 0 104.51
## 15 Female 79 0 1 214.09
## 16 Female 50 1 0 167.41
## 17 Male 64 0 1 191.61
## 18 Male 75 1 0 221.29
## 19 Female 60 0 0 89.22
## 21 Female 71 0 0 193.94
## 22 Female 52 1 0 233.29
## 23 Female 79 0 0 228.7
## 24 Male 82 0 1 208.3
## 25 Male 71 0 0 102.87
## 26 Male 80 0 0 104.12
## 27 Female 65 0 0 100.98
## 29 Male 69 0 1 195.23
## 31 Male 57 1 0 212.08
## 32 Male 42 0 0 83.41
## 33 Female 82 1 0 196.92
## 34 Male 80 0 1 252.72
## 35 Male 48 0 0 84.2
## 36 Female 82 1 1 84.03
## 37 Male 74 0 0 219.72
## 38 Female 72 1 0 74.63
## 39 Male 58 0 0 92.62
## 40 Female 49 0 0 60.91
## 41 Male 78 0 0 78.03
## 42 Male 54 0 0 71.22
## 43 Male 82 0 1 144.9
## 45 Male 60 1 0 213.03
## 46 Male 76 1 0 243.58
## 48 Female 58 0 0 107.26
## 49 Male 81 0 0 99.33
## 50 Female 39 1 0 58.09
## 53 Female 79 0 1 127.29
## 54 Female 77 1 0 124.13
## 56 Male 63 0 1 196.71
## 57 Female 82 0 0 59.32
## 59 Male 73 1 0 194.99
## 60 Female 54 1 0 180.93
## 61 Female 56 0 0 185.17
## 62 Female 80 1 0 74.9
## 63 Female 67 1 0 61.94
## 64 Female 45 0 0 93.72
## 66 Male 78 1 0 113.01
## 67 Female 70 0 0 221.58
## 68 Male 76 0 0 104.47
## 69 Male 59 0 0 86.23
## 70 Female 80 1 0 72.67
## 72 Female 67 1 0 179.12
## 73 Female 66 1 0 116.55
## 74 Male 63 0 0 228.56
## 75 Female 52 0 0 96.59
## 76 Female 80 0 1 66.72
## 77 Male 80 1 0 240.09
## 78 Female 79 0 0 110.85
## 80 Male 43 0 0 143.43
## 81 Male 59 0 0 96.16
## 83 Female 79 0 0 88.92
## 84 Female 68 1 0 79.79
## 86 Male 54 0 0 96.97
## 87 Male 61 0 1 111.81
## 88 Female 70 0 1 59.35
## 89 Male 47 0 0 86.94
## 90 Male 74 0 0 98.55
## 91 Female 79 0 1 226.98
## 92 Male 81 0 0 72.81
## 93 Female 57 0 0 68.02
## 94 Female 80 1 0 68.56
## 95 Male 45 0 0 64.14
## 96 Female 78 0 0 235.63
## 97 Female 70 0 0 76.34
## 98 Male 58 0 1 240.59
## 99 Male 57 1 0 78.92
## 100 Female 69 0 0 82.81
## 101 Male 64 0 1 74.1
## 102 Female 77 0 0 190.32
## 103 Female 74 0 0 231.61
## 104 Female 81 0 1 78.7
## 105 Female 57 0 0 110.52
## 107 Female 50 1 0 73.18
## 108 Female 54 0 0 191.82
## 109 Female 79 0 0 93.05
## 110 Female 53 0 0 64.17
## 111 Male 79 0 1 129.98
## 112 Male 80 0 1 68.53
## 114 Female 45 0 0 224.1
## 115 Female 68 0 0 82.1
## 116 Male 71 1 1 216.94
## 117 Male 61 1 0 76.11
## 118 Male 74 0 0 72.96
## 119 Female 38 0 0 82.28
## 120 Female 77 0 0 105.22
## 121 Female 58 0 0 59.86
## 122 Female 53 1 0 62.55
## 123 Male 80 0 0 259.63
## 124 Male 56 1 0 249.31
## 126 Female 72 0 0 131.41
## 128 Female 80 0 0 73.54
## 129 Male 82 0 0 200.59
## 131 Female 73 1 0 190.14
## 132 Female 78 1 0 130.54
## 133 Male 69 1 0 182.99
## 135 Female 68 1 0 206.09
## 136 Female 71 0 0 263.32
## 137 Male 76 0 0 140.1
## 138 Female 76 0 0 207.28
## 139 Male 76 1 0 194.37
## 140 Female 75 0 0 199.2
## 141 Male 82 0 1 103.68
## 142 Female 59 0 0 116.44
## 143 Female 74 1 0 70.28
## 144 Female 69 1 1 72.17
## 145 Female 72 1 0 221.79
## 146 Male 66 0 0 151.16
## 148 Female 78 0 0 67.29
## 149 Female 57 1 0 67.41
## 150 Female 70 0 1 239.07
## 152 Male 68 0 1 223.83
## 153 Female 80 0 0 76.57
## 154 Male 68 0 0 77.82
## 155 Female 55 0 0 92.98
## 156 Female 77 0 1 231.56
## 157 Female 50 0 0 102.16
## 158 Female 57 0 0 221.89
## 159 Female 71 0 0 195.71
## 160 Female 81 1 0 74.02
## 164 Female 78 1 0 203.87
## 165 Female 70 1 0 89.13
## 166 Male 78 0 0 133.19
## 167 Female 56 0 0 162.23
## 169 Female 79 1 0 98.02
## 170 Male 81 0 0 91.54
## 173 Female 60 0 0 97.43
## 174 Female 80 1 0 91.02
## 176 Male 72 1 0 185.49
## 177 Female 80 0 0 64.44
## 178 Male 78 1 0 56.11
## 180 Male 81 0 0 213.22
## 181 Female 46 0 0 78.18
## 182 Male 59 0 0 111.04
## 183 Female 32 0 0 76.13
## 185 Male 61 1 1 112.24
## 186 Male 63 0 0 137.3
## 187 Male 63 0 1 116.69
## 188 Female 82 1 1 215.94
## 189 Male 82 0 0 86.62
## 191 Female 65 0 0 205.77
## 192 Male 51 1 0 112.16
## 193 Male 59 0 0 118.03
## 194 Male 68 1 1 271.74
## 195 Female 72 0 0 97.92
## 196 Male 59 0 0 200.62
## 197 Male 70 1 0 242.52
## 198 Male 69 0 0 93.81
## 200 Female 74 0 0 74.96
## 202 Male 80 1 1 175.29
## 203 Female 77 0 0 90
## 204 Female 78 0 0 109.47
## 205 Male 54 0 0 87.85
## 206 Female 78 0 0 106.74
## 207 Female 81 0 0 80.13
## 208 Male 78 0 0 90.19
## 209 Male 78 1 0 134.8
## 210 Female 63 0 0 106.58
## 211 Female 39 0 0 83.24
## 212 Female 51 0 0 103.43
## 213 Male 63 0 0 208.65
## 214 Female 48 0 0 74.11
## 215 Female 81 0 0 95.84
## 216 Female 79 0 1 205.33
## 217 Male 78 0 0 116.1
## 218 Female 55 1 1 210.4
## 220 Male 73 0 1 219.73
## 221 Male 81 1 1 250.89
## 222 Male 79 0 0 72.73
## 223 Female 63 0 0 205.35
## 224 Female 81 0 0 70.3
## 225 Male 49 0 0 104.86
## 226 Female 57 0 1 216.58
## 227 Female 81 0 0 184.4
## 229 Female 39 0 0 97.76
## 230 Female 80 1 0 66.03
## 231 Female 81 0 0 81.95
## 232 Female 79 0 0 97.73
## 233 Female 73 0 0 70.94
## 234 Female 77 1 0 199.84
## 235 Male 78 0 0 218.46
## 236 Female 68 0 0 211.06
## 237 Male 57 0 0 86.3
## 238 Male 77 0 0 162.14
## 239 Female 51 1 0 88.2
## 240 Male 60 0 1 91.92
## 241 Male 66 0 0 76.46
## 242 Male 57 0 0 197.28
## 243 Male 68 0 0 233.94
## 244 Female 68 1 1 247.51
## 245 Male 57 0 0 84.96
## 246 Female 14 0 0 57.93
## 247 Female 75 0 0 78.8
## 249 Female 78 0 0 78.81
## 250 Male 3 0 0 95.12
## 251 Male 58 1 0 87.96
## 252 Female 8 0 0 110.89
## 253 Female 70 0 0 69.04
## 254 Male 14 0 0 161.28
## 255 Female 47 0 0 210.95
## 256 Female 52 0 0 77.59
## 257 Female 75 0 1 243.53
## 258 Female 32 0 0 77.67
## 259 Female 74 1 0 205.84
## 260 Female 79 0 0 77.08
## 261 Male 79 0 1 57.08
## 262 Female 37 0 0 162.96
## 263 Female 37 0 0 73.5
## 264 Female 40 0 0 95.04
## 265 Male 35 0 0 85.37
## 266 Female 20 0 0 84.62
## 267 Female 42 0 0 82.67
## 268 Female 44 0 0 57.33
## 269 Female 79 0 1 67.84
## 270 Female 65 1 0 75.7
## 271 Female 57 1 0 129.54
## 272 Female 49 0 0 60.22
## 273 Male 71 0 0 198.21
## 274 Female 59 0 0 109.82
## 275 Female 25 0 0 60.84
## 276 Female 67 0 0 94.61
## 277 Female 38 0 0 97.49
## 278 Female 54 0 0 206.72
## 279 Female 70 0 0 214.45
## 280 Male 27 0 0 82.9
## 281 Female 47 0 0 103.26
## 282 Male 58 1 0 55.78
## 283 Female 3 0 0 73.74
## 284 Female 58 0 0 149.75
## 285 Male 14 0 0 82.34
## 286 Female 32 0 0 62.6
## 287 Female 23 0 0 94.09
## 288 Female 55 0 0 55.42
## 289 Female 17 0 0 82.18
## 290 Male 59 0 0 117.92
## 291 Male 13 0 0 114.84
## 292 Male 4 0 0 79.17
## 293 Female 16 0 0 110.63
## 294 Male 67 0 0 190.7
## 295 Female 22 0 0 79.81
## 296 Female 45 0 0 113.63
## 297 Female 66 0 0 141.24
## 298 Male 58 1 0 56.96
## 299 Male 69 0 0 203.04
## 300 Female 58 0 0 94.3
## 301 Female 53 0 0 81.51
## 302 Female 78 0 0 137.74
## 303 Male 44 0 0 81.84
## 304 Male 66 0 0 242.3
## 305 Male 27 0 0 102.64
## 306 Male 43 0 0 146.01
## 307 Female 13 0 0 75.42
## 308 Male 51 0 0 220.49
## 309 Female 30 0 0 61.45
## 310 Male 46 0 0 88.19
## 311 Female 43 0 0 115.22
## 312 Female 79 0 0 97.93
## 313 Female 27 0 0 85.6
## 314 Female 38 0 0 79.83
## 315 Female 78 1 0 218.46
## 316 Male 57 0 1 62.2
## 317 Male 61 0 0 69.15
## 318 Female 37 1 0 127.71
## 319 Female 48 0 0 216.7
## 320 Female 29 0 0 71.89
## 321 Male 22 0 0 103.56
## 322 Male 11 0 0 79.03
## 323 Female 22 0 0 69.94
## 324 Male 53 0 0 90.12
## 325 Male 27 0 0 95.1
## 326 Male 76 0 0 234.58
## 327 Female 57 1 0 235.85
## 328 Male 8 0 0 78.05
## 329 Female 21 0 0 89.44
## 330 Female 18 0 0 111.38
## 331 Female 78 0 0 243.5
## 332 Female 78 1 0 182.2
## 333 Male 33 0 0 229.92
## 334 Female 52 0 0 82.24
## 335 Female 51 0 0 89.84
## 336 Male 11 0 0 90.69
## 337 Female 48 0 0 84.38
## 338 Female 82 0 1 215.6
## 339 Female 54 0 0 91.61
## 340 Female 49 0 0 138.16
## 341 Female 24 0 0 75.23
## 342 Female 37 0 0 75.18
## 344 Male 64 0 0 239.64
## 345 Female 66 0 0 58.95
## 346 Female 23 0 0 99.92
## 347 Male 68 0 0 116.23
## 348 Female 55 0 0 118.82
## 349 Female 25 0 0 66.3
## 350 Female 48 0 0 101.41
## 351 Female 79 1 1 200.28
## 352 Female 47 0 0 136.8
## 353 Female 20 0 0 96.57
## 354 Female 60 0 0 66.42
## 355 Female 32 0 0 98.09
## 356 Female 66 1 0 205.23
## 357 Male 43 0 0 86.78
## 358 Female 36 0 0 126.82
## 359 Male 52 0 0 78.4
## 360 Female 29 0 0 63.69
## 362 Female 39 0 0 89.86
## 363 Male 76 0 0 110.99
## 364 Female 0.64 0 0 83.82
## 365 Male 34 0 0 137.96
## 366 Female 72 0 0 210.78
## 367 Female 43 0 0 118.89
## 368 Female 57 0 0 72.55
## 369 Female 44 0 0 107.41
## 370 Female 4 0 0 93.25
## 371 Male 44 0 0 74.91
## 372 Female 18 0 0 80.05
## 373 Male 41 0 0 99.8
## 374 Female 23 0 0 91.97
## 375 Female 53 0 0 64.4
## 376 Male 56 0 0 73.02
## 377 Female 0.88 0 0 88.11
## 378 Male 25 0 0 138.29
## 379 Female 14 0 0 72.36
## 380 Female 53 0 0 68.76
## 381 Male 4 0 0 106.22
## 382 Female 39 0 0 101.52
## 383 Male 53 1 1 109.51
## 384 Male 5 0 0 85.84
## 385 Male 4 0 0 110.15
## 386 Female 37 0 0 91.72
## 387 Male 70 1 0 251.6
## 388 Male 24 0 0 123.1
## 389 Male 55 0 0 97.4
## 390 Female 70 0 0 68.34
## 391 Male 34 0 0 80.81
## 392 Male 26 0 0 120.31
## 393 Female 39 0 0 83.51
## 394 Male 38 0 0 74.09
## 395 Female 20 0 0 91.6
## 396 Female 17 0 0 87.52
## 397 Male 60 1 0 213.37
## 398 Female 75 0 0 75.39
## 399 Female 31 0 0 122.41
## 400 Male 58 1 0 223.36
## 401 Female 5 0 0 84.59
## 402 Female 13 0 0 70.16
## 403 Female 22 0 0 107.52
## 404 Female 52 0 0 80.88
## 405 Female 61 0 0 93.48
## 406 Female 78 0 1 70.21
## 407 Male 57 0 0 86.67
## 408 Female 21 0 0 101.37
## 409 Female 22 0 0 105.22
## 410 Female 80 0 0 70.31
## 411 Male 7 0 0 64.06
## 412 Male 64 1 0 178.29
## 413 Female 64 0 0 81.6
## 414 Female 38 0 0 147.48
## 415 Male 12 0 0 86.86
## 416 Female 33 0 0 71.16
## 417 Female 3 0 0 73.2
## 418 Female 37 0 0 203.81
## 419 Female 22 0 0 82
## 420 Female 24 0 0 97.55
## 421 Male 75 0 0 94.29
## 422 Female 12 0 0 75.22
## 423 Male 63 0 0 90.07
## 424 Female 52 0 0 73.73
## 425 Female 68 0 0 79.58
## 426 Female 5 0 0 77.88
## 427 Female 56 1 0 205.26
## 428 Female 43 0 0 58.63
## 429 Female 40 0 0 139.9
## 430 Male 53 0 0 211.03
## 431 Female 52 0 1 72.79
## 432 Male 31 0 0 91.65
## 434 Female 69 0 0 225.47
## 435 Male 64 0 0 94.48
## 436 Female 64 0 0 82.34
## 437 Female 62 0 0 180.63
## 438 Female 2 0 0 92.48
## 439 Male 53 0 0 116.66
## 440 Male 65 1 0 112.09
## 441 Female 22 0 0 130.34
## 442 Female 26 0 0 82.59
## 443 Male 53 0 0 123.87
## 444 Male 20 0 0 98.7
## 445 Female 63 1 0 227.1
## 446 Male 13 0 0 55.39
## 447 Male 21 0 0 66.07
## 448 Female 65 0 0 104.21
## 449 Male 65 0 0 145.15
## 450 Male 42 0 0 68.19
## 451 Male 72 0 1 97.53
## 452 Male 13 0 0 122.31
## 453 Male 29 0 0 83.51
## 454 Male 59 0 0 86.46
## 455 Female 42 0 0 112.06
## 456 Male 13 0 0 92.14
## 457 Male 75 0 1 201.76
## 458 Female 33 1 0 74.44
## 459 Female 43 0 0 95.93
## 460 Female 11 0 0 87.51
## 461 Female 7 0 0 72.35
## 462 Female 16 0 0 113.47
## 463 Female 44 0 0 103.78
## 464 Female 78 0 0 115.43
## 465 Male 25 0 0 95.59
## 466 Male 69 0 0 101.52
## 467 Female 61 1 0 170.05
## 468 Female 43 1 0 217.3
## 469 Female 38 1 0 196.01
## 470 Male 68 0 0 92.21
## 471 Male 26 0 0 100.09
## 472 Female 18 0 0 93.88
## 473 Female 43 0 0 75.05
## 474 Female 43 0 0 70.08
## 475 Female 32 0 0 74.2
## 476 Female 81 0 0 69.01
## 477 Male 25 0 0 96.17
## 479 Female 66 0 0 87.24
## 481 Male 11 0 0 82.58
## 482 Female 53 0 0 96.88
## 483 Female 78 0 1 73.32
## 484 Male 9 0 0 94.59
## 485 Female 48 0 0 132.08
## 486 Female 31 0 0 98.99
## 487 Male 20 0 0 104.48
## 488 Male 21 0 0 98.01
## 489 Female 42 0 0 79.14
## 490 Male 35 0 0 89.32
## 491 Male 53 0 0 65.24
## 492 Male 60 0 0 80.98
## 493 Male 74 0 0 186.17
## 494 Female 23 0 0 69.24
## 495 Female 55 0 0 111.19
## 496 Female 71 0 0 93.28
## 497 Male 5 0 0 122.19
## 498 Female 14 0 0 129.53
## 499 Female 15 0 0 114.53
## 500 Female 66 0 0 93.73
## 501 Female 56 0 0 77.49
## 502 Female 60 0 0 65.38
## 503 Female 57 0 0 94.18
## 504 Male 29 0 0 118.7
## 505 Female 76 0 0 96.29
## 506 Male 52 1 0 74.64
## 507 Female 42 0 0 96.99
## 508 Female 71 0 0 100.61
## 509 Male 64 0 0 97.08
## 510 Female 39 0 0 84.79
## 511 Female 46 0 0 78.75
## 512 Female 51 0 0 82.93
## 513 Male 31 0 0 88.78
## 514 Male 22 0 0 122.1
## 515 Male 41 0 0 74.81
## 516 Female 28 0 0 183.45
## 517 Female 44 0 0 114.94
## 518 Female 68 0 0 104.38
## 519 Male 49 0 0 102.91
## 520 Male 10 0 0 108.79
## 521 Female 31 0 0 73.31
## 522 Male 67 0 0 68.52
## 524 Male 70 0 0 102.64
## 525 Female 38 0 0 70.92
## 526 Female 5 0 0 86.11
## 527 Female 54 0 0 129.16
## 528 Female 30 0 0 113.85
## 529 Female 23 0 0 79.35
## 530 Female 31 0 0 80.79
## 531 Male 72 1 0 114.01
## 532 Male 23 0 0 93.74
## 533 Female 25 0 0 90.65
## 534 Male 51 0 0 98.41
## 535 Female 20 0 0 127.18
## 536 Female 12 0 0 138.06
## 537 Male 57 0 0 89.44
## 538 Male 65 0 0 105.61
## 539 Female 16 0 0 155.43
## 540 Female 43 0 0 80.83
## 541 Female 30 0 0 80.19
## 542 Male 29 0 0 60.34
## 543 Female 54 0 0 79.3
## 544 Female 57 0 0 98.44
## 545 Male 42 0 0 210.48
## 546 Male 18 0 0 70.34
## 547 Male 9 0 0 122.22
## 548 Female 26 0 0 75.29
## 549 Male 40 0 0 100.35
## 550 Male 77 0 0 193.83
## 551 Female 15 0 0 126.96
## 552 Female 76 0 0 183.34
## 553 Male 52 0 0 247.69
## 554 Female 55 0 0 76.2
## 555 Male 5 0 0 71.43
## 556 Female 55 0 0 93.36
## 557 Male 36 0 0 61.29
## 558 Male 46 0 0 103.62
## 559 Male 5 0 0 100.52
## 560 Female 39 0 0 191.47
## 561 Male 12 0 0 67.06
## 562 Male 67 0 1 144.1
## 563 Female 1.8 0 0 58.26
## 564 Female 72 0 0 239.82
## 565 Female 0.32 0 0 73.71
## 566 Female 64 1 0 88.53
## 567 Male 27 0 0 114.79
## 568 Male 25 0 0 113.8
## 569 Female 81 0 0 71.91
## 570 Female 32 0 0 65.3
## 571 Male 57 0 0 189.57
## 572 Female 52 1 0 114.25
## 573 Male 54 0 0 81.26
## 574 Female 36 0 0 87.88
## 575 Male 18 0 0 112.17
## 576 Male 45 0 0 99.97
## 577 Male 29 0 0 207.58
## 578 Female 51 1 0 109.16
## 579 Female 23 0 0 74.46
## 580 Female 54 0 0 118.51
## 581 Female 54 0 0 107.47
## 582 Male 18 0 0 182.86
## 583 Female 26 0 0 59.17
## 584 Male 72 0 0 215.64
## 585 Male 5 0 0 163.7
## 586 Female 65 0 1 196.36
## 587 Female 42 0 0 139.77
## 588 Female 47 0 0 141.23
## 589 Female 24 0 0 89.99
## 590 Male 57 0 0 108.53
## 591 Male 51 0 0 63.61
## 592 Male 48 0 0 85.54
## 593 Female 56 0 0 100.83
## 594 Female 30 0 0 59.82
## 595 Female 63 1 0 105.95
## 596 Female 46 0 0 188.11
## 597 Female 53 0 0 71.15
## 598 Female 1.08 0 0 60.53
## 599 Male 15 0 0 205.5
## 600 Female 59 1 0 204.86
## 601 Female 24 0 0 115.03
## 602 Male 53 0 0 79.87
## 603 Female 39 0 0 97.89
## 604 Male 23 0 0 125.26
## 605 Male 31 0 0 114.32
## 606 Male 5 0 0 92.23
## 607 Male 44 0 0 83.51
## 608 Female 1.8 0 0 102.34
## 609 Male 40 0 0 144.48
## 610 Male 7 0 0 88.39
## 611 Female 56 0 0 228.08
## 612 Male 42 0 0 93.79
## 613 Male 48 0 0 147.14
## 614 Male 82 0 0 106.43
## 615 Female 52 0 0 88.04
## 616 Female 42 0 0 92.2
## 617 Female 73 0 0 219.53
## 618 Female 55 0 0 75.56
## 619 Male 50 0 0 158.31
## 620 Male 43 0 0 111.43
## 621 Male 33 0 0 219.97
## 622 Female 80 0 0 148.91
## 623 Female 33 0 0 69.4
## 624 Female 74 0 0 68.34
## 625 Male 65 0 1 58.37
## 626 Female 40 0 0 71.2
## 627 Male 52 0 1 101.5
## 628 Female 66 0 0 92.04
## 629 Female 20 0 0 73
## 630 Female 51 0 0 111.15
## 631 Female 60 0 0 58.65
## 632 Male 59 0 0 100.54
## 633 Male 58 0 0 111.73
## 634 Female 42 0 0 97.78
## 635 Male 28 0 0 85.79
## 636 Male 57 0 0 98.54
## 637 Female 66 0 1 94.62
## 638 Female 56 0 0 112.43
## 639 Male 48 0 0 99.67
## 640 Male 37 0 0 67.39
## 641 Female 27 0 0 95.12
## 642 Male 15 0 0 85.06
## 643 Male 61 0 0 214.05
## 644 Female 80 0 1 79.09
## 645 Female 43 0 0 98.09
## 646 Male 53 0 0 76.36
## 647 Female 70 0 0 98.42
## 648 Female 58 0 0 82.01
## 649 Female 49 0 0 56.11
## 650 Male 65 0 0 111.85
## 651 Female 54 0 0 92.39
## 652 Male 74 1 0 112.54
## 653 Female 56 0 0 63.71
## 654 Female 79 0 0 70.35
## 655 Male 71 1 0 94.65
## 656 Female 28 0 0 64.64
## 657 Female 9 0 0 57.27
## 658 Female 4 0 0 107.25
## 659 Female 36 0 0 77.12
## 660 Male 78 0 0 55.32
## 661 Male 52 0 0 69.37
## 662 Female 80 0 0 57.57
## 663 Male 28 0 0 87.43
## 664 Female 38 0 0 98.73
## 665 Male 56 0 0 81.18
## 666 Female 75 0 0 56.23
## 667 Male 76 1 0 69.61
## 668 Male 10 0 0 59.49
## 670 Male 40 0 0 100.26
## 671 Male 82 0 0 56.75
## 673 Female 17 0 0 67.81
## 674 Female 58 0 0 77.46
## 675 Male 12 0 0 76.26
## 676 Female 53 0 0 86.39
## 677 Female 26 0 0 116.38
## 678 Female 48 0 0 75.74
## 679 Male 25 0 0 92.14
## 680 Female 27 0 0 149.95
## 682 Female 16 0 0 74.98
## 683 Male 20 0 0 55.25
## 684 Female 2 0 0 79.89
## 685 Female 1.8 0 0 130.61
## 686 Male 28 0 0 94.26
## 687 Male 32 0 0 94.34
## 688 Female 35 0 0 109.03
## 689 Female 52 1 0 81.03
## 690 Female 55 1 0 99.82
## 691 Female 42 0 0 140.08
## 692 Female 52 0 0 59.54
## 693 Female 18 0 0 80.33
## 694 Female 13 0 0 131.51
## 695 Female 45 0 0 89.21
## 696 Female 29 0 0 91.45
## 697 Female 12 0 0 90.58
## 698 Female 37 0 0 91.45
## 699 Female 30 0 0 89.63
## 700 Female 44 0 0 124.06
## 701 Female 79 1 0 99.47
## 702 Male 38 0 0 88.97
## 703 Female 45 0 0 80.93
## 704 Female 66 0 0 102.07
## 705 Female 19 0 0 91.69
## 706 Female 49 0 0 63.71
## 707 Female 66 0 0 200.49
## 708 Male 47 0 0 75.3
## 709 Female 59 0 0 240.71
## 710 Female 23 0 0 60.5
## 711 Female 79 0 0 131.85
## 712 Female 37 0 0 134.39
## 713 Male 78 0 0 56.18
## 714 Female 70 1 0 113.64
## 715 Female 34 0 0 156.57
## 716 Female 28 1 0 80.4
## 717 Male 29 0 0 59.26
## 718 Female 13 0 0 63.26
## 719 Female 22 0 0 86.24
## 720 Male 56 0 0 197.1
## 721 Female 81 0 0 90.9
## 722 Female 28 0 0 84.59
## 723 Male 9 0 0 121.8
## 724 Male 50 0 0 77.65
## 725 Male 70 0 0 64.41
## 726 Female 30 0 0 75.19
## 727 Female 51 0 0 67.97
## 728 Male 24 0 0 119.34
## 729 Male 17 0 0 94.92
## 731 Male 9 0 0 85.02
## 732 Male 50 0 0 103.51
## 733 Female 49 0 0 114.5
## 734 Male 6 0 0 70.78
## 735 Male 30 0 0 95.01
## 736 Male 73 0 0 84.11
## 737 Female 20 0 0 74.02
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## 4972 Female 63 0 0 57.06
## 4973 Female 50 0 0 112.25
## 4974 Male 65 0 0 81.06
## 4975 Male 78 0 0 104.37
## 4976 Female 36 0 0 124.31
## 4977 Female 18 0 0 101.95
## 4978 Female 44 0 0 116.95
## 4979 Female 4 0 0 99.76
## 4980 Female 60 0 0 105.48
## 4981 Female 19 0 0 100.6
## 4982 Male 15 0 0 65.05
## 4983 Male 20 0 0 75.9
## 4984 Male 76 1 0 267.6
## 4986 Female 39 0 0 109.03
## 4987 Male 58 0 1 225.35
## 4988 Male 64 1 0 196.26
## 4989 Female 79 0 0 95.42
## 4990 Female 11 0 0 123.04
## 4991 Male 4 0 0 85.88
## 4992 Female 43 0 0 107.43
## 4993 Female 44 0 0 56.85
## 4994 Female 37 0 0 102.15
## 4995 Female 34 0 0 88.68
## 4996 Female 59 0 0 182.52
## 4997 Female 40 0 0 93.97
## 4998 Female 8 0 0 104.03
## 4999 Female 24 0 0 67.99
## 5000 Male 18 0 0 83.37
## 5001 Male 20 0 0 124.66
## 5002 Female 70 0 0 212.87
## 5003 Female 68 0 0 96.75
## 5004 Male 17 0 0 63.28
## 5005 Female 17 0 0 82.64
## 5006 Female 21 0 0 71.34
## 5007 Female 38 0 0 183.43
## 5008 Female 59 0 0 101.19
## 5009 Female 79 0 1 88.51
## 5010 Female 50 0 0 126.85
## 5011 Female 72 0 0 74.17
## 5012 Female 54 0 0 76.04
## 5013 Female 44 0 0 73.87
## 5014 Female 48 0 0 99.07
## 5015 Male 29 0 0 82.93
## 5016 Female 44 0 0 133.24
## 5017 Female 61 0 0 69.88
## 5018 Female 58 0 0 69.12
## 5019 Female 81 0 0 86.05
## 5020 Male 29 0 0 185.27
## 5021 Male 5 0 0 97.46
## 5022 Female 35 0 0 81.9
## 5023 Female 40 0 0 99.58
## 5024 Female 37 0 0 124.54
## 5025 Male 33 0 0 153.34
## 5026 Female 35 0 0 112.35
## 5027 Female 38 0 0 160.76
## 5028 Female 26 0 0 73.29
## 5029 Male 10 0 0 108.08
## 5030 Female 72 0 0 206.49
## 5031 Male 21 0 0 77.42
## 5032 Female 20 0 0 117.59
## 5033 Female 1.24 0 0 61.94
## 5034 Female 26 0 0 116.68
## 5035 Female 79 0 0 253.86
## 5036 Female 78 0 0 203.36
## 5037 Male 56 0 0 125.87
## 5038 Female 46 0 0 64.09
## 5039 Male 55 0 0 65.33
## 5041 Male 30 0 0 96.84
## 5042 Male 53 0 0 175.92
## 5043 Male 32 0 0 100.65
## 5044 Male 38 0 0 112.39
## 5045 Male 33 0 0 81.1
## 5046 Female 44 0 0 98.3
## 5047 Male 44 0 0 89.68
## 5048 Female 51 0 0 95.16
## 5050 Female 41 0 0 91.04
## 5051 Male 5 0 0 101.87
## 5052 Female 42 0 0 96.86
## 5053 Female 6 0 0 91.05
## 5054 Female 46 0 0 55.84
## 5055 Female 47 0 0 84.04
## 5056 Female 25 0 0 92.06
## 5057 Female 40 0 0 89.61
## 5058 Female 49 0 0 69.92
## 5059 Male 21 0 0 89.29
## 5060 Female 61 0 0 120.23
## 5061 Male 78 0 0 60.22
## 5062 Male 41 0 0 223.78
## 5063 Female 82 0 0 211.58
## 5064 Male 39 0 0 179.38
## 5065 Male 70 0 0 193.88
## 5066 Female 31 0 0 89.01
## 5067 Female 37 0 0 118.41
## 5068 Male 21 0 0 138.51
## 5069 Male 80 0 0 120.03
## 5070 Female 21 0 0 91.01
## 5071 Female 5 0 0 61.98
## 5072 Male 81 0 0 135.32
## 5073 Female 35 0 0 58.72
## 5074 Female 24 0 0 90.42
## 5075 Female 52 0 0 104
## 5076 Male 70 0 0 102.5
## 5077 Female 34 0 0 174.37
## 5078 Male 17 0 0 106.56
## 5079 Female 8 0 0 76.31
## 5080 Male 1.72 0 0 77.28
## 5081 Female 29 0 0 90.52
## 5082 Male 55 0 0 108.35
## 5083 Female 44 0 0 72.03
## 5084 Female 19 0 0 90.57
## 5085 Male 67 0 0 97.04
## 5086 Female 72 0 0 83.89
## 5087 Female 51 0 0 152.56
## 5088 Female 63 0 0 75.93
## 5089 Female 64 1 0 76.89
## 5090 Female 0.72 0 0 62.13
## 5091 Male 26 0 0 100.85
## 5092 Male 59 1 0 95.05
## 5093 Male 76 0 0 82.35
## 5095 Male 13 0 0 82.38
## 5096 Male 1.08 0 0 79.15
## 5097 Male 57 0 0 76.62
## 5098 Male 68 0 0 91.68
## 5099 Male 9 0 0 71.88
## 5101 Male 82 1 0 71.97
## 5102 Female 45 0 0 97.95
## 5103 Female 57 0 0 77.93
## 5104 Female 18 0 0 82.85
## 5105 Female 13 0 0 103.08
## 5107 Female 81 0 0 125.2
## 5108 Female 35 0 0 82.99
## 5109 Male 51 0 0 166.29
## 5110 Female 44 0 0 85.28
## Body_mass_index
## 1 36.6
## 3 32.5
## 4 34.4
## 5 24
## 6 29
## 7 27.4
## 8 22.8
## 10 24.2
## 11 29.7
## 12 36.8
## 13 27.3
## 15 28.2
## 16 30.9
## 17 37.5
## 18 25.8
## 19 37.8
## 21 22.4
## 22 48.9
## 23 26.6
## 24 32.5
## 25 27.2
## 26 23.5
## 27 28.2
## 29 28.3
## 31 44.2
## 32 25.4
## 33 22.2
## 34 30.5
## 35 29.7
## 36 26.5
## 37 33.7
## 38 23.1
## 39 32
## 40 29.9
## 41 23.9
## 42 28.5
## 43 26.4
## 45 20.2
## 46 33.6
## 48 38.6
## 49 33.7
## 50 39.2
## 53 27.7
## 54 31.4
## 56 36.5
## 57 33.2
## 59 32.8
## 60 27.7
## 61 40.4
## 62 22.2
## 63 25.3
## 64 30.2
## 66 24
## 67 47.5
## 68 20.3
## 69 30
## 70 28.9
## 72 28.1
## 73 31.1
## 74 27.4
## 75 26.4
## 76 21.7
## 77 27
## 78 24.1
## 80 45.9
## 81 44.1
## 83 22.9
## 84 29.7
## 86 29.1
## 87 27.3
## 88 32.3
## 89 41.1
## 90 25.6
## 91 29.8
## 92 26.3
## 93 37.5
## 94 26.2
## 95 29.4
## 96 32.3
## 97 24.4
## 98 31.4
## 99 27.7
## 100 28
## 101 28.8
## 102 31.4
## 103 34.6
## 104 19.4
## 105 28.5
## 107 30.3
## 108 40.4
## 109 24.2
## 110 41.5
## 111 22.6
## 112 24.2
## 114 56.6
## 115 27.1
## 116 30.9
## 117 27.3
## 118 31.3
## 119 24
## 120 31
## 121 28
## 122 30.3
## 123 31.7
## 124 35.8
## 126 28.4
## 128 24
## 129 29
## 131 36.5
## 132 20.1
## 133 36.5
## 135 26.7
## 136 38.7
## 137 29.9
## 138 34.9
## 139 27
## 140 26.6
## 141 25
## 142 23.8
## 143 21.8
## 144 36.8
## 145 30
## 146 27.5
## 148 24.6
## 149 32.9
## 150 26.1
## 152 31.9
## 153 34.1
## 154 27.5
## 155 25.6
## 156 36.9
## 157 31.4
## 158 37.3
## 159 34.1
## 160 25
## 164 45.7
## 165 34.2
## 166 23.6
## 167 27.3
## 169 22.3
## 170 31.4
## 173 26.4
## 174 32.9
## 176 37.1
## 177 45
## 178 25.5
## 180 26.1
## 181 30.8
## 182 32
## 183 29.9
## 185 37.4
## 186 31.7
## 187 34.5
## 188 27.9
## 189 29.5
## 191 46
## 192 42.5
## 193 35.5
## 194 31.1
## 195 26.9
## 196 35.8
## 197 45.5
## 198 28.5
## 200 26.6
## 202 31.5
## 203 32
## 204 30.8
## 205 31.1
## 206 33
## 207 23.4
## 208 26.9
## 209 33.6
## 210 23.9
## 211 26.3
## 212 27.3
## 213 30.7
## 214 20.5
## 215 21.5
## 216 31
## 217 27.1
## 218 40
## 220 28.6
## 221 28.1
## 222 28.4
## 223 42.2
## 224 25.8
## 225 31.9
## 226 31
## 227 27.5
## 229 29.6
## 230 35.4
## 231 16.9
## 232 21.5
## 233 34.4
## 234 28
## 235 26.8
## 236 39.3
## 237 31.7
## 238 32.6
## 239 28.4
## 240 35.9
## 241 21.2
## 242 34.5
## 243 42.4
## 244 40.5
## 245 36.7
## 246 30.9
## 247 29.3
## 249 19.6
## 250 18
## 251 39.2
## 252 17.6
## 253 35.9
## 254 19.1
## 255 50.1
## 256 17.7
## 257 27
## 258 32.3
## 259 54.6
## 260 35
## 261 22
## 262 39.4
## 263 26.1
## 264 42.4
## 265 33
## 266 19.7
## 267 22.5
## 268 24.6
## 269 25.2
## 270 41.8
## 271 60.9
## 272 31.5
## 273 27.3
## 274 23.7
## 275 24.5
## 276 28.4
## 277 26.9
## 278 26.7
## 279 31.2
## 280 25
## 281 25.4
## 282 27.5
## 283 16
## 284 27
## 285 31.6
## 286 25.1
## 287 30.9
## 288 24.8
## 289 23.4
## 290 29.4
## 291 18.3
## 292 20
## 293 19.5
## 294 36
## 295 27.7
## 296 27.5
## 297 28.5
## 298 26.8
## 299 33.6
## 300 29.1
## 301 28.5
## 302 34.9
## 303 25.1
## 304 35.3
## 305 26.4
## 306 31.5
## 307 40.1
## 308 43.1
## 309 36.7
## 310 29.3
## 311 21.2
## 312 31.2
## 313 21.4
## 314 27.9
## 315 34.3
## 316 31
## 317 27.7
## 318 36
## 319 38.7
## 320 27.6
## 321 25.1
## 322 16.5
## 323 22.8
## 324 35.4
## 325 24.3
## 326 34.3
## 327 40.1
## 328 25.7
## 329 21.9
## 330 38.4
## 331 26.1
## 332 30.5
## 333 25.9
## 334 54.7
## 335 29.9
## 336 18.6
## 337 27.1
## 338 24.9
## 339 25.2
## 340 19.4
## 341 29
## 342 48.2
## 344 34.6
## 345 24.6
## 346 25.8
## 347 26.1
## 348 29
## 349 27.2
## 350 20.7
## 351 30
## 352 37.3
## 353 34.1
## 354 23.6
## 355 25.2
## 356 39.5
## 357 23.5
## 358 23.3
## 359 64.8
## 360 28.1
## 362 24.4
## 363 29.8
## 364 24.9
## 365 35.1
## 366 32.3
## 367 43.6
## 368 21
## 369 47.3
## 370 16.6
## 371 37.5
## 372 24.2
## 373 31.6
## 374 21.6
## 375 31
## 376 31.1
## 377 15.5
## 378 27.3
## 379 20.5
## 380 35.6
## 381 16.7
## 382 41.8
## 383 41.9
## 384 16.4
## 385 17.1
## 386 29.2
## 387 27.1
## 388 37.9
## 389 44.6
## 390 22.8
## 391 33.2
## 392 22.3
## 393 26.4
## 394 39.6
## 395 28.1
## 396 39.2
## 397 36
## 398 37.8
## 399 40.3
## 400 41.5
## 401 17.7
## 402 21.2
## 403 41.6
## 404 23.8
## 405 23.7
## 406 24.8
## 407 39
## 408 37.9
## 409 31.1
## 410 23.2
## 411 18.9
## 412 36.1
## 413 36.3
## 414 40.5
## 415 25.4
## 416 46.5
## 417 16.8
## 418 46.6
## 419 26.4
## 420 26.2
## 421 35.2
## 422 20.9
## 423 36.8
## 424 34.4
## 425 22.2
## 426 13.8
## 427 40.3
## 428 28.4
## 429 31.7
## 430 34.2
## 431 54.7
## 432 24.6
## 434 36.9
## 435 31.1
## 436 31.9
## 437 31.8
## 438 18
## 439 28.5
## 440 29.5
## 441 22
## 442 29.4
## 443 28.8
## 444 26.2
## 445 26.9
## 446 23.2
## 447 27.9
## 448 36.8
## 449 28.9
## 450 31
## 451 29.4
## 452 15.3
## 453 37.1
## 454 30.5
## 455 38.2
## 456 23.2
## 457 30.2
## 458 45.2
## 459 21.8
## 460 24.4
## 461 17
## 462 19.5
## 463 49.8
## 464 27.8
## 465 25.1
## 466 26.8
## 467 60.2
## 468 27.5
## 469 28.1
## 470 27.3
## 471 27.4
## 472 22.2
## 473 22.9
## 474 26.6
## 475 23
## 476 32.6
## 477 22.1
## 479 22.5
## 481 25.5
## 482 31.4
## 483 26
## 484 20
## 485 31.6
## 486 31.2
## 487 21.7
## 488 24.2
## 489 25
## 490 36.7
## 491 28.9
## 492 29.7
## 493 44.3
## 494 51
## 495 39.7
## 496 34.7
## 497 35
## 498 21.3
## 499 29.1
## 500 23.9
## 501 36
## 502 41.2
## 503 27.1
## 504 33.2
## 505 25.4
## 506 30.7
## 507 34.8
## 508 19.2
## 509 31.7
## 510 35.7
## 511 37.8
## 512 29.7
## 513 35.8
## 514 23.6
## 515 39.7
## 516 40.5
## 517 21.4
## 518 40.8
## 519 24.7
## 520 21
## 521 45
## 522 26.2
## 524 28.3
## 525 41.6
## 526 19
## 527 32.4
## 528 34
## 529 39.4
## 530 28.7
## 531 31.8
## 532 31.2
## 533 20.9
## 534 32.1
## 535 31
## 536 23.1
## 537 26.7
## 538 27.9
## 539 27.3
## 540 51.5
## 541 20.4
## 542 29.6
## 543 30.6
## 544 33.6
## 545 71.9
## 546 24.2
## 547 17.7
## 548 22.6
## 549 28.1
## 550 26.5
## 551 28.7
## 552 39.5
## 553 35.1
## 554 27.9
## 555 19.3
## 556 28.4
## 557 26.7
## 558 40.9
## 559 17.2
## 560 28.3
## 561 16.1
## 562 27.6
## 563 16.5
## 564 35.8
## 565 16.2
## 566 24.6
## 567 32
## 568 35.3
## 569 19.2
## 570 40.4
## 571 30.7
## 572 24.3
## 573 26.4
## 574 34.7
## 575 31.7
## 576 35.6
## 577 22.8
## 578 28
## 579 35.6
## 580 40.6
## 581 29.3
## 582 21
## 583 20
## 584 26.7
## 585 18.4
## 586 34.5
## 587 27.7
## 588 21.1
## 589 24.4
## 590 19.4
## 591 42.3
## 592 32.2
## 593 26.8
## 594 25.4
## 595 23.5
## 596 50.2
## 597 26.1
## 598 17.5
## 599 24.2
## 600 30.8
## 601 23.4
## 602 30.9
## 603 23.6
## 604 18.7
## 605 27.7
## 606 16.7
## 607 31.2
## 608 17
## 609 29.8
## 610 19.7
## 611 29.1
## 612 27.2
## 613 22.3
## 614 27
## 615 42.1
## 616 34.2
## 617 40.9
## 618 29.4
## 619 32.8
## 620 21.9
## 621 39.6
## 622 28.3
## 623 47.8
## 624 39.3
## 625 28
## 626 27.1
## 627 31.2
## 628 23.1
## 629 20.8
## 630 34.1
## 631 30.1
## 632 35.8
## 633 34.6
## 634 29.8
## 635 26.7
## 636 30.2
## 637 29.7
## 638 54.6
## 639 23.3
## 640 35.6
## 641 27
## 642 21.6
## 643 29.4
## 644 22.8
## 645 17.3
## 646 29.8
## 647 36.4
## 648 34.7
## 649 28.7
## 650 26.7
## 651 22.1
## 652 27.7
## 653 40.5
## 654 23
## 655 25.3
## 656 22.1
## 657 28
## 658 12
## 659 28.4
## 660 29.6
## 661 36.2
## 662 22.8
## 663 55.7
## 664 24.3
## 665 26.9
## 666 25.3
## 667 35.3
## 668 18.3
## 670 26
## 671 21
## 673 55.7
## 674 27.6
## 675 20.5
## 676 30.2
## 677 21.9
## 678 28.8
## 679 36.2
## 680 25.9
## 682 21.4
## 683 20.4
## 684 31.6
## 685 14.4
## 686 23.7
## 687 30.2
## 688 19.5
## 689 32.6
## 690 34.2
## 691 43
## 692 42.2
## 693 19.7
## 694 41.7
## 695 21.6
## 696 24.2
## 697 19.2
## 698 25.8
## 699 23.2
## 700 20.8
## 701 28.4
## 702 30.2
## 703 23.1
## 704 16.7
## 705 39.5
## 706 33.8
## 707 34.6
## 708 25
## 709 43.9
## 710 27.1
## 711 25.9
## 712 22.7
## 713 27.1
## 714 25.6
## 715 28.4
## 716 57.5
## 717 35.8
## 718 19.5
## 719 31.2
## 720 43.6
## 721 31.2
## 722 23.5
## 723 18.7
## 724 24.4
## 725 29.4
## 726 37
## 727 29.4
## 728 38.5
## 729 23.5
## 731 16.3
## 732 35.9
## 733 35.9
## 734 20.3
## 735 32.3
## 736 27.9
## 737 22.3
## 738 31.8
## 739 29.7
## 740 27.1
## 741 24.5
## 742 28.9
## 744 24.6
## 745 31.6
## 746 32.3
## 747 41.1
## 748 30
## 749 26.4
## 750 30
## 751 20.8
## 752 44
## 753 30.6
## 754 17.2
## 755 29.1
## 756 27.4
## 757 23.5
## 758 31.8
## 759 23.5
## 760 28.5
## 761 32.7
## 762 54.2
## 763 25.6
## 764 41.2
## 765 27
## 766 21.3
## 767 34.3
## 768 29.5
## 769 31.6
## 770 26.1
## 771 27.5
## 772 26.5
## 773 33.2
## 774 40.2
## 775 32.5
## 776 23.4
## 777 32.5
## 778 23.9
## 779 29.5
## 780 24
## 781 17.7
## 782 26.2
## 783 33.3
## 784 17.4
## 785 29
## 786 21.7
## 787 37.8
## 788 41.8
## 789 24.2
## 790 31.1
## 791 23.1
## 792 25.1
## 793 41.3
## 794 22.7
## 795 24
## 796 20.5
## 797 20.4
## 798 27.6
## 799 27
## 800 26.4
## 801 34.9
## 802 35
## 803 28.5
## 804 32.3
## 805 23.9
## 806 52.3
## 807 26.4
## 808 20.9
## 809 23.3
## 810 32.7
## 811 26.5
## 812 27.9
## 813 30.3
## 814 27.6
## 815 14.6
## 816 40.9
## 817 28.4
## 818 23.7
## 819 27.9
## 820 25.2
## 821 34.4
## 822 36.7
## 823 22.2
## 824 27.2
## 825 27.3
## 826 27.3
## 827 42.2
## 828 26.4
## 829 39.4
## 830 34.8
## 831 20
## 832 34.1
## 833 31.4
## 834 17.8
## 835 46.1
## 836 28.1
## 837 24.7
## 838 22.7
## 839 34.6
## 840 21.4
## 841 27.4
## 842 36.6
## 843 32.9
## 844 24.7
## 845 21.4
## 846 33.1
## 847 26.7
## 848 24.4
## 849 25.8
## 850 34.3
## 851 18.1
## 852 43.8
## 853 26.9
## 854 36.6
## 855 24.9
## 856 27.6
## 857 20.9
## 858 30.3
## 859 37.4
## 860 35.9
## 861 50.3
## 862 31.5
## 863 24.4
## 864 38.9
## 865 28.6
## 867 27.5
## 869 43.7
## 870 27
## 871 29.3
## 872 34.7
## 874 39.9
## 875 26.7
## 876 24.8
## 877 29.7
## 878 15.9
## 879 31.4
## 881 27.8
## 882 35.5
## 883 31.7
## 884 33.2
## 885 27.7
## 886 31.9
## 887 25.8
## 888 27.7
## 889 23.4
## 890 24.3
## 891 30.3
## 892 29.1
## 893 20.1
## 894 21.2
## 895 31.6
## 896 41.6
## 897 36.4
## 898 30.5
## 899 32.8
## 900 32.3
## 901 30.1
## 902 34.7
## 903 29.7
## 905 31.3
## 906 35.6
## 907 35.2
## 908 27.6
## 909 35.2
## 910 28.1
## 911 31.8
## 912 23.3
## 913 28.8
## 914 19.5
## 915 30
## 916 25.5
## 917 28.8
## 918 40.2
## 919 32.9
## 920 22.4
## 921 36.9
## 922 19.8
## 923 12.3
## 924 32.4
## 925 24.8
## 926 16.4
## 927 35.9
## 928 23
## 929 78
## 930 30.5
## 931 26.8
## 932 35.3
## 933 27.9
## 934 22.1
## 935 38.3
## 936 41
## 938 22.8
## 939 30.1
## 940 20.8
## 941 31.7
## 942 30.1
## 943 30.8
## 944 42.6
## 945 37.1
## 946 34.2
## 947 43.4
## 948 18.7
## 949 34
## 950 23.2
## 951 41.7
## 952 15.1
## 953 20.6
## 954 18.9
## 955 26.6
## 956 30.1
## 957 32.1
## 958 15.1
## 959 33.5
## 960 23.4
## 961 43.2
## 962 19.1
## 963 26.1
## 964 17.3
## 965 32.1
## 967 30.4
## 968 29.9
## 969 32.8
## 970 22.7
## 971 28.7
## 972 35.2
## 973 22.4
## 974 32.3
## 975 18.6
## 976 42.1
## 977 38
## 978 22.3
## 979 33.4
## 980 23.2
## 981 18
## 982 20.1
## 983 19.2
## 984 28.7
## 985 28.1
## 986 22.6
## 987 18
## 988 21.4
## 989 27.8
## 990 27.6
## 991 32.2
## 992 24.9
## 993 27.1
## 994 24.6
## 995 24.6
## 996 18.9
## 997 16.3
## 998 31.8
## 999 21
## 1000 20.1
## 1001 29.1
## 1002 32.3
## 1003 29.4
## 1004 50.2
## 1005 44.9
## 1006 28.5
## 1007 19.5
## 1008 45
## 1009 22.8
## 1010 25.5
## 1011 31.5
## 1012 31.6
## 1013 31
## 1014 29.5
## 1015 23.1
## 1016 30.7
## 1017 44.7
## 1018 33.5
## 1019 25.9
## 1020 28.3
## 1021 26.8
## 1022 27.8
## 1023 36
## 1024 22.1
## 1025 38.4
## 1026 30.1
## 1027 26.2
## 1028 26.6
## 1029 32.6
## 1030 27
## 1031 25.3
## 1032 31.9
## 1033 18.4
## 1034 30.4
## 1035 28.2
## 1036 35.7
## 1037 35
## 1038 27.2
## 1039 23
## 1040 25
## 1041 24.5
## 1042 30.9
## 1043 26
## 1044 27.2
## 1045 30.4
## 1046 21.7
## 1047 29.1
## 1048 17.6
## 1049 29.2
## 1050 28.1
## 1051 26.6
## 1052 26.9
## 1053 36.2
## 1054 25.9
## 1055 40.9
## 1056 31.5
## 1057 23.3
## 1058 37.6
## 1059 39.8
## 1060 35.1
## 1061 21.9
## 1062 53.4
## 1063 34.4
## 1064 24
## 1065 29.3
## 1066 26
## 1067 31.3
## 1068 31
## 1069 26.5
## 1070 16
## 1071 21.1
## 1072 42.2
## 1073 27.7
## 1074 23.6
## 1075 18.3
## 1076 44.3
## 1077 27.3
## 1078 55.2
## 1079 44.7
## 1080 33.1
## 1081 30
## 1082 40.1
## 1083 23.1
## 1084 30.3
## 1085 30.5
## 1086 22.8
## 1087 42
## 1088 29.9
## 1089 24
## 1090 36.7
## 1091 22.2
## 1092 25.5
## 1093 34.3
## 1094 16
## 1095 25.6
## 1096 23.3
## 1097 41.6
## 1098 35.6
## 1099 22
## 1100 26.8
## 1101 31.9
## 1102 19.7
## 1104 31.1
## 1105 34.4
## 1106 33.2
## 1108 21.6
## 1109 25.4
## 1110 41.6
## 1111 33.1
## 1112 21.8
## 1113 30
## 1114 35.2
## 1115 35.6
## 1117 27.8
## 1118 29.3
## 1119 37.2
## 1120 26.1
## 1121 21.6
## 1122 22.7
## 1123 30.2
## 1124 18
## 1125 27.8
## 1126 23.5
## 1127 41.2
## 1128 22.7
## 1129 29.2
## 1130 42.2
## 1131 24
## 1132 45.5
## 1133 19.4
## 1134 28.2
## 1135 20.1
## 1136 27.2
## 1137 26.5
## 1138 17.6
## 1139 42.8
## 1140 29.3
## 1141 21.3
## 1142 29.8
## 1143 24.1
## 1144 35.2
## 1145 18.8
## 1146 17.4
## 1147 31.5
## 1148 29.9
## 1149 27.3
## 1150 28.1
## 1151 28.9
## 1152 25.2
## 1153 24.3
## 1154 37.9
## 1155 28.2
## 1156 18.4
## 1157 23.1
## 1158 39.4
## 1159 29.5
## 1160 18.3
## 1161 28.7
## 1162 32.9
## 1163 26.7
## 1164 20.1
## 1165 17.6
## 1166 43.7
## 1167 41.1
## 1168 26.8
## 1169 31.2
## 1170 27.4
## 1171 25.1
## 1172 33
## 1173 30.7
## 1174 42.9
## 1175 14.3
## 1176 33.2
## 1177 43
## 1178 22.3
## 1179 32.8
## 1180 30.5
## 1181 36
## 1182 26.5
## 1183 20.1
## 1185 28.1
## 1186 16.2
## 1187 30
## 1188 31.3
## 1189 26.7
## 1190 37.7
## 1191 35.8
## 1192 27
## 1193 20.7
## 1194 22.2
## 1196 41.5
## 1197 33.5
## 1198 21.8
## 1199 22.1
## 1200 30.2
## 1201 38.7
## 1202 32.1
## 1203 41.3
## 1204 20.1
## 1205 22.1
## 1206 24.9
## 1207 23
## 1208 29.3
## 1209 22.8
## 1210 31.6
## 1211 19.4
## 1212 22.5
## 1213 31.6
## 1214 29.1
## 1216 43.4
## 1217 26.5
## 1218 29.7
## 1219 21.8
## 1220 23.4
## 1221 23
## 1222 21.5
## 1223 14.6
## 1224 28.5
## 1225 29
## 1226 26.9
## 1227 29.6
## 1228 28.5
## 1229 25.5
## 1230 30.5
## 1231 23
## 1232 22.8
## 1233 31.4
## 1234 35.2
## 1235 23.3
## 1237 31.2
## 1238 24.8
## 1239 25.8
## 1240 48.4
## 1241 43.1
## 1243 27.8
## 1244 21.4
## 1245 22.1
## 1246 31.8
## 1247 20.1
## 1248 29.1
## 1249 22.6
## 1250 25.1
## 1251 33.3
## 1252 15.9
## 1253 20.8
## 1254 19.5
## 1255 39
## 1256 23.1
## 1257 18.8
## 1258 50.6
## 1259 36.3
## 1260 32.8
## 1261 35.8
## 1262 26.7
## 1263 26.3
## 1264 26.5
## 1265 43.7
## 1266 24.7
## 1267 46.2
## 1268 49.5
## 1269 43.3
## 1270 30.9
## 1271 38.7
## 1272 28.6
## 1273 30.2
## 1274 30.5
## 1275 33.9
## 1276 28.6
## 1277 24.5
## 1279 17.2
## 1280 27.2
## 1281 19.3
## 1282 18.5
## 1283 32
## 1284 44.5
## 1285 37
## 1286 30.8
## 1287 24.7
## 1288 18.3
## 1289 44
## 1290 27.6
## 1291 45.4
## 1292 28.5
## 1293 17.6
## 1295 27.5
## 1296 32.8
## 1297 29.5
## 1298 36.4
## 1299 26.1
## 1300 35.3
## 1302 18.1
## 1303 27.1
## 1304 23
## 1305 55
## 1306 26.6
## 1308 24.1
## 1309 30.3
## 1310 32.2
## 1311 26.5
## 1312 30.6
## 1313 25.8
## 1314 41.9
## 1315 29.2
## 1316 44.3
## 1317 29.1
## 1318 17.5
## 1319 31.9
## 1320 32.2
## 1321 26
## 1322 25.4
## 1323 54.8
## 1324 27.9
## 1326 32.8
## 1327 34
## 1328 25.5
## 1329 35.6
## 1330 28.3
## 1331 36.9
## 1332 22.1
## 1333 31.5
## 1334 26.7
## 1335 24.9
## 1336 32.4
## 1337 32.2
## 1338 30.3
## 1339 28.7
## 1340 24.1
## 1341 25.3
## 1342 24.8
## 1344 34.8
## 1345 39.2
## 1346 24.7
## 1347 28.6
## 1348 27.7
## 1349 33.1
## 1350 27.3
## 1351 20.3
## 1352 33.9
## 1354 28.3
## 1355 32.4
## 1356 19.7
## 1357 33.7
## 1358 35.5
## 1359 20
## 1360 16.3
## 1361 36.4
## 1362 28.1
## 1363 26.9
## 1364 29.4
## 1365 17.2
## 1366 26.5
## 1367 19.5
## 1368 30.6
## 1369 31.9
## 1370 26.6
## 1371 19.9
## 1372 18
## 1373 26.7
## 1374 25.3
## 1375 31.4
## 1376 21.1
## 1377 17.9
## 1378 27.5
## 1379 37.6
## 1380 24.1
## 1381 18.1
## 1382 31
## 1383 26.6
## 1384 38.7
## 1385 27.2
## 1386 27.8
## 1387 28.3
## 1388 27.5
## 1389 43.3
## 1390 20.1
## 1391 25.9
## 1392 25.8
## 1393 16.4
## 1394 29.4
## 1395 28.9
## 1396 26.7
## 1397 27.8
## 1398 38.7
## 1399 26.8
## 1400 36.1
## 1401 26.7
## 1402 27
## 1403 21.2
## 1404 21
## 1405 37.4
## 1406 26.5
## 1407 28.9
## 1408 29.5
## 1409 17.7
## 1410 34.9
## 1411 28.1
## 1412 36.8
## 1413 33.3
## 1414 29.2
## 1415 34
## 1416 33.9
## 1417 28.7
## 1418 21.1
## 1419 38.2
## 1420 27.7
## 1421 35.8
## 1422 27.1
## 1423 20.5
## 1424 35.6
## 1425 15.6
## 1426 43
## 1427 17.8
## 1429 25.8
## 1430 20.5
## 1431 19.9
## 1432 24.4
## 1433 18.3
## 1434 35.1
## 1435 35.1
## 1436 37.1
## 1437 29.4
## 1438 31.7
## 1439 31.4
## 1440 33.1
## 1441 28.5
## 1442 24
## 1443 18
## 1444 27.6
## 1445 16.9
## 1446 16.4
## 1447 35.1
## 1448 28.8
## 1449 17.6
## 1450 21.3
## 1451 19.7
## 1452 37.3
## 1453 35.5
## 1454 25.5
## 1455 30
## 1456 21.9
## 1457 45.5
## 1459 34.9
## 1460 19.3
## 1461 32.1
## 1462 26.9
## 1463 32.5
## 1464 19.5
## 1465 31.7
## 1466 21
## 1468 20.3
## 1470 21.5
## 1471 40.4
## 1473 30.1
## 1474 40.2
## 1475 34.7
## 1476 25.9
## 1477 23.7
## 1478 34.3
## 1479 34.3
## 1480 26.3
## 1481 22.1
## 1482 33.3
## 1483 37.3
## 1484 20.5
## 1485 19.1
## 1486 34.7
## 1487 16.3
## 1488 28
## 1489 17.2
## 1490 41.1
## 1491 25
## 1492 27.5
## 1493 21.5
## 1494 15.1
## 1495 29.6
## 1496 30.2
## 1497 34.9
## 1498 30.7
## 1499 36.5
## 1500 21.5
## 1501 33.2
## 1502 50.2
## 1503 22.3
## 1505 27.3
## 1506 28.3
## 1507 31.9
## 1508 24.9
## 1509 32.7
## 1510 26.4
## 1511 24.8
## 1512 30.7
## 1513 25.4
## 1514 32
## 1515 24.4
## 1516 20.4
## 1517 29.5
## 1518 24.4
## 1519 22.8
## 1520 20
## 1521 36.3
## 1522 32.8
## 1523 34.4
## 1524 30.5
## 1525 29.7
## 1526 36.9
## 1527 34.2
## 1528 37
## 1530 47.5
## 1531 24.2
## 1532 30.6
## 1533 52.8
## 1534 38.6
## 1535 32.8
## 1536 42.9
## 1537 25.9
## 1538 24.7
## 1539 35.8
## 1541 31.2
## 1542 26.1
## 1543 30.8
## 1544 40.5
## 1545 25.2
## 1546 28.7
## 1548 30.4
## 1549 15.2
## 1550 36.6
## 1551 34.5
## 1552 23.7
## 1553 35.7
## 1554 38.9
## 1555 40
## 1556 18.4
## 1557 29
## 1558 20.6
## 1559 28.2
## 1560 66.8
## 1561 26.2
## 1562 34.8
## 1563 34.5
## 1564 30.6
## 1565 55.1
## 1566 18.8
## 1567 29.1
## 1568 22.1
## 1569 28.9
## 1570 34.7
## 1571 20.3
## 1572 25.1
## 1573 18.2
## 1574 25.5
## 1575 34.4
## 1576 48.5
## 1577 25.2
## 1578 32.5
## 1579 42.1
## 1580 19.5
## 1581 27.7
## 1582 25.1
## 1583 29.6
## 1584 32.9
## 1585 55.9
## 1586 25.1
## 1587 24.7
## 1588 17.5
## 1589 20.8
## 1590 23.3
## 1591 22.8
## 1592 26.6
## 1593 25.5
## 1594 25.8
## 1595 25.4
## 1596 57.3
## 1598 20.2
## 1599 27.7
## 1600 23.1
## 1601 14.3
## 1602 23.3
## 1603 23.4
## 1604 22.8
## 1605 30.9
## 1606 28.4
## 1607 41.9
## 1608 34.3
## 1609 25.1
## 1610 10.3
## 1611 31.8
## 1612 31.8
## 1613 23
## 1614 25.4
## 1615 14.1
## 1616 35.1
## 1617 26.9
## 1618 33
## 1619 22.1
## 1620 20.8
## 1621 30
## 1622 44
## 1623 16.6
## 1624 28.4
## 1625 26.3
## 1626 39.4
## 1627 15.7
## 1628 34.1
## 1629 29.8
## 1630 23.6
## 1631 18.3
## 1632 28.3
## 1633 18.5
## 1634 18.4
## 1635 24.1
## 1636 25.5
## 1637 25.3
## 1638 39.9
## 1639 28.8
## 1640 37.2
## 1642 49.8
## 1643 34.3
## 1644 29
## 1646 37.2
## 1648 19.4
## 1649 26.2
## 1650 21.1
## 1652 31.6
## 1653 29.3
## 1654 28.4
## 1655 35.3
## 1656 40.1
## 1657 39
## 1658 31.5
## 1659 28.5
## 1660 28.5
## 1661 56
## 1662 28.6
## 1663 35.2
## 1664 32.5
## 1665 35.9
## 1666 25.1
## 1667 16.8
## 1668 27.9
## 1669 16.3
## 1672 21.4
## 1673 32.7
## 1674 23.6
## 1675 19.8
## 1676 33.1
## 1677 28.1
## 1678 38.9
## 1679 23.8
## 1680 33.8
## 1681 26.7
## 1683 32.2
## 1684 28.1
## 1685 21.3
## 1686 44
## 1687 21.5
## 1688 37.3
## 1689 44.8
## 1690 21.4
## 1691 32.3
## 1692 35.4
## 1693 19.7
## 1694 31.3
## 1695 35.5
## 1696 25.8
## 1697 32.8
## 1698 35.9
## 1699 41.8
## 1700 27.3
## 1701 27.7
## 1702 13.4
## 1703 17
## 1704 20
## 1705 40.9
## 1706 38.5
## 1707 30.9
## 1708 33.4
## 1709 17.1
## 1710 28.6
## 1711 24
## 1712 32
## 1713 28.4
## 1714 20.3
## 1715 33.8
## 1716 43.2
## 1717 22.7
## 1718 29.9
## 1721 29.9
## 1722 22.7
## 1723 16.1
## 1724 33.8
## 1725 22.6
## 1726 25.5
## 1727 22.5
## 1728 27.9
## 1729 23.5
## 1730 32.2
## 1732 29.9
## 1733 28.7
## 1734 37.2
## 1735 22.2
## 1736 26.6
## 1737 24.6
## 1738 41.7
## 1739 26.2
## 1740 27.1
## 1741 41.8
## 1742 34.2
## 1743 19.2
## 1744 25.2
## 1745 18.7
## 1746 43
## 1747 28.2
## 1748 34.7
## 1749 25.5
## 1750 39.8
## 1751 20.8
## 1752 28.2
## 1753 31
## 1755 21.6
## 1756 26.2
## 1758 26
## 1759 22.5
## 1760 24
## 1761 31.5
## 1762 36.3
## 1763 25.4
## 1764 32.2
## 1765 39.8
## 1766 18.6
## 1767 30.7
## 1768 16.4
## 1769 20.5
## 1770 28.7
## 1771 29
## 1772 24.4
## 1773 29.9
## 1774 25.3
## 1775 23.5
## 1776 20.5
## 1777 33.5
## 1778 22
## 1779 29
## 1781 30.7
## 1782 37.4
## 1783 51.8
## 1784 16.6
## 1785 29.5
## 1786 27.3
## 1787 27.5
## 1788 33.9
## 1789 27.9
## 1790 22.9
## 1791 32.1
## 1792 18.2
## 1793 30.2
## 1794 31.3
## 1795 20.3
## 1796 23.2
## 1797 30.8
## 1798 22.9
## 1799 42.8
## 1800 22.2
## 1801 28.7
## 1802 32.3
## 1803 24.2
## 1804 23.9
## 1805 34.2
## 1806 29
## 1807 29.9
## 1808 23
## 1809 17.3
## 1810 21
## 1811 34.3
## 1812 19.8
## 1813 24.3
## 1814 16.4
## 1815 32.6
## 1816 23.7
## 1818 27
## 1819 25.6
## 1820 34
## 1821 24.9
## 1822 26.3
## 1823 43.1
## 1824 39.6
## 1825 15.2
## 1826 41.8
## 1827 20.1
## 1828 39.3
## 1829 28.3
## 1830 27.5
## 1831 33.9
## 1832 20
## 1833 34.8
## 1834 20.7
## 1835 24.6
## 1836 39.4
## 1839 29.4
## 1840 24.8
## 1841 32.3
## 1842 25.3
## 1843 39
## 1844 29.4
## 1845 31.9
## 1846 26.4
## 1847 20.6
## 1848 26.3
## 1849 23.6
## 1850 18
## 1851 26.4
## 1852 22
## 1853 30.5
## 1854 29.1
## 1855 24.9
## 1856 36.4
## 1857 31.2
## 1858 32.8
## 1859 31.6
## 1860 35.8
## 1861 35.2
## 1862 28
## 1863 24.9
## 1864 35.7
## 1865 30.7
## 1866 33.9
## 1868 27.8
## 1869 23.2
## 1870 17.1
## 1871 31.6
## 1872 23.8
## 1873 29.6
## 1874 45
## 1875 25.6
## 1876 27.7
## 1877 25.5
## 1878 18.3
## 1879 21
## 1880 28.6
## 1881 23.5
## 1882 36.1
## 1883 29.2
## 1884 27.6
## 1885 36
## 1886 20.4
## 1887 19.9
## 1888 29.2
## 1889 27.9
## 1890 38.1
## 1891 24.1
## 1892 37.8
## 1893 29.1
## 1894 35.7
## 1896 34.5
## 1897 34.1
## 1898 21.1
## 1899 57.7
## 1900 22.2
## 1901 20.5
## 1902 26.2
## 1903 23.5
## 1904 29.1
## 1905 39.8
## 1906 21.2
## 1908 20.2
## 1909 30.8
## 1910 33.8
## 1911 17.1
## 1912 21.3
## 1914 22.3
## 1915 28.9
## 1916 26.7
## 1917 41
## 1918 16.7
## 1919 29.1
## 1920 23.6
## 1921 27.8
## 1922 31.4
## 1923 28.2
## 1924 30.8
## 1925 36.1
## 1926 32.7
## 1927 26.4
## 1928 20.7
## 1929 18.5
## 1930 33.5
## 1931 14.1
## 1932 23.4
## 1933 23.2
## 1934 36
## 1935 35.6
## 1936 21.8
## 1937 34.9
## 1938 20.4
## 1939 25
## 1940 22.3
## 1941 27.3
## 1942 28.9
## 1943 30.4
## 1944 36.9
## 1945 27.7
## 1946 44.4
## 1947 28.2
## 1948 35
## 1949 20.6
## 1950 26.5
## 1951 25.1
## 1952 22.2
## 1953 27.3
## 1954 27.3
## 1955 41.9
## 1956 38.8
## 1957 18.3
## 1958 19.5
## 1959 17.2
## 1960 20.8
## 1961 23.8
## 1962 24.7
## 1963 23.1
## 1964 22.4
## 1965 29.9
## 1966 20
## 1967 28.7
## 1968 26.2
## 1969 29.6
## 1970 30.8
## 1971 32.7
## 1972 21.8
## 1973 35.7
## 1974 25.4
## 1975 32.8
## 1976 21.1
## 1977 31.7
## 1978 20
## 1979 34.7
## 1980 28
## 1981 16.4
## 1983 24.6
## 1984 24.6
## 1985 30.3
## 1986 23.7
## 1987 33.5
## 1988 24.9
## 1989 48.9
## 1990 31.4
## 1991 18.4
## 1992 24.2
## 1993 34.3
## 1995 25.1
## 1996 33.3
## 1997 22.6
## 1998 26.3
## 1999 29.7
## 2000 18.5
## 2001 21.4
## 2002 45.5
## 2003 34.2
## 2004 32.7
## 2005 38.1
## 2006 26.7
## 2007 22.6
## 2008 27.7
## 2009 20.7
## 2010 25.7
## 2011 17.3
## 2012 23.3
## 2013 16.2
## 2014 20.5
## 2015 33.6
## 2016 20.2
## 2017 49.3
## 2018 26.2
## 2019 30.1
## 2020 25.1
## 2021 32.7
## 2022 26.4
## 2023 21
## 2024 24.1
## 2025 20.4
## 2026 30.9
## 2027 39.1
## 2028 27.7
## 2029 29.5
## 2030 30.3
## 2032 37.8
## 2033 30.2
## 2034 24.2
## 2035 25.2
## 2036 22.2
## 2037 17.7
## 2038 29.6
## 2039 32.2
## 2040 28.7
## 2041 19.5
## 2042 38.5
## 2043 20.6
## 2044 21.5
## 2045 43.8
## 2046 18
## 2047 28.2
## 2048 26.6
## 2049 35.5
## 2050 30.7
## 2051 18.7
## 2052 22.4
## 2053 25.2
## 2054 24.2
## 2055 20.5
## 2056 24.5
## 2057 24.8
## 2058 42.6
## 2059 23.8
## 2060 42.3
## 2061 42.2
## 2062 26.1
## 2063 22.8
## 2064 42.3
## 2065 28.5
## 2066 23
## 2067 32.8
## 2068 49.8
## 2069 23.8
## 2070 31.7
## 2071 34.9
## 2072 54
## 2073 26.8
## 2074 21.3
## 2075 19.8
## 2076 42.4
## 2077 16.4
## 2078 28.2
## 2079 26.3
## 2080 17
## 2081 23.3
## 2082 56.1
## 2083 25.1
## 2084 35.3
## 2085 36.3
## 2086 30.4
## 2087 43.9
## 2088 26.4
## 2089 28.3
## 2090 42.3
## 2091 38
## 2092 32.7
## 2093 28.8
## 2094 38.5
## 2095 30.1
## 2096 31.3
## 2097 28.4
## 2098 26.6
## 2099 20.4
## 2100 34.7
## 2101 32.5
## 2102 30.7
## 2103 29.6
## 2105 39.4
## 2107 26.1
## 2108 27.2
## 2109 41.3
## 2111 20.9
## 2112 41.5
## 2113 31.1
## 2114 24.5
## 2115 23
## 2116 24.7
## 2117 19.3
## 2118 37
## 2119 31
## 2120 33.1
## 2121 26.6
## 2122 27.7
## 2123 40.3
## 2124 19.5
## 2125 26.7
## 2126 26.1
## 2127 38.2
## 2128 21.3
## 2129 97.6
## 2130 40.9
## 2131 27.3
## 2132 20.9
## 2133 29.2
## 2134 17.9
## 2135 38
## 2136 26.1
## 2137 53.9
## 2138 22.2
## 2139 24.6
## 2140 33.4
## 2141 34.4
## 2142 17.6
## 2143 19.2
## 2144 31.8
## 2145 28.1
## 2146 32.1
## 2147 17.4
## 2148 20.2
## 2149 23.4
## 2150 39.5
## 2151 21.5
## 2152 24.3
## 2153 15.3
## 2154 32.4
## 2155 16.1
## 2156 34.3
## 2157 43.8
## 2158 19.6
## 2159 36.7
## 2160 33.7
## 2161 38.9
## 2162 28
## 2163 23.9
## 2164 16.6
## 2165 42.9
## 2166 17.1
## 2167 27.2
## 2168 30.3
## 2169 33.9
## 2170 20
## 2171 19.4
## 2172 21.5
## 2173 28.5
## 2174 34.4
## 2175 43.7
## 2176 13.7
## 2177 33.7
## 2178 18
## 2179 27.9
## 2180 21.8
## 2181 35.8
## 2182 23.1
## 2183 30.3
## 2184 32
## 2185 25
## 2186 30.7
## 2187 24.3
## 2188 11.5
## 2189 30.7
## 2190 33.7
## 2191 26.5
## 2192 17.6
## 2194 22.5
## 2195 18.5
## 2196 22.4
## 2197 25.3
## 2198 37.3
## 2199 39.7
## 2200 28
## 2201 41.4
## 2202 25.3
## 2203 28.1
## 2204 41.2
## 2205 28.8
## 2206 31
## 2207 28.3
## 2208 23.9
## 2209 44.2
## 2210 27.6
## 2211 35.7
## 2212 37.4
## 2213 27.5
## 2214 23.4
## 2215 25.8
## 2217 22.8
## 2218 19.5
## 2219 38
## 2220 23.4
## 2221 29.5
## 2222 28.2
## 2223 14.2
## 2224 28.9
## 2225 31.4
## 2226 32.4
## 2227 22
## 2228 26.4
## 2229 26.1
## 2230 37.6
## 2231 18.8
## 2232 23.8
## 2233 49.4
## 2234 23.8
## 2235 20.4
## 2236 40.3
## 2237 23.6
## 2238 34.3
## 2239 32.7
## 2240 28.7
## 2241 24.5
## 2242 24.8
## 2243 23.2
## 2244 23
## 2245 39.3
## 2246 20.1
## 2247 25.4
## 2248 23.8
## 2249 28.4
## 2250 15.4
## 2251 28.2
## 2252 26
## 2253 41.5
## 2254 32.2
## 2255 25.7
## 2256 33
## 2257 35
## 2258 27.4
## 2259 16.4
## 2260 31.5
## 2261 29.2
## 2262 25.9
## 2263 32.3
## 2265 30.4
## 2266 45.1
## 2267 25.9
## 2268 36.6
## 2269 18.6
## 2270 27.5
## 2271 31.3
## 2272 37.5
## 2273 23.1
## 2274 35
## 2275 27
## 2276 29.8
## 2277 23.5
## 2278 48.5
## 2279 31.8
## 2280 20
## 2281 29.4
## 2282 24.3
## 2283 45.4
## 2284 29.5
## 2285 49.2
## 2287 29.4
## 2288 29.1
## 2289 38.8
## 2290 23.4
## 2291 48.7
## 2292 19.7
## 2293 20.3
## 2294 33.5
## 2295 36.7
## 2296 24.4
## 2297 38.8
## 2298 44.2
## 2299 33.4
## 2300 32.5
## 2301 15.1
## 2302 21.5
## 2303 30.4
## 2304 33.4
## 2305 18.2
## 2306 18.7
## 2307 38.4
## 2308 36.4
## 2309 20.6
## 2310 48.9
## 2311 18.2
## 2312 17
## 2313 31.8
## 2314 33
## 2315 24.7
## 2316 28.1
## 2317 40.3
## 2318 35.2
## 2319 31.2
## 2320 37.6
## 2321 38.7
## 2324 28.1
## 2325 29.2
## 2326 31.1
## 2327 24.1
## 2328 18.7
## 2329 39.6
## 2330 15.7
## 2331 53.8
## 2332 32.4
## 2333 42.7
## 2334 18.6
## 2335 31.4
## 2336 33.7
## 2337 24.5
## 2338 33.7
## 2339 35.4
## 2341 22.5
## 2342 33.6
## 2343 29.7
## 2345 25.7
## 2346 20.2
## 2347 22.7
## 2348 17.4
## 2349 22.2
## 2350 23.8
## 2351 28.7
## 2352 33.1
## 2353 28
## 2354 16.7
## 2355 27.1
## 2356 26.4
## 2357 23.7
## 2358 33.3
## 2359 18.9
## 2360 25.5
## 2361 35.9
## 2362 23.2
## 2363 22.2
## 2364 34
## 2365 20.4
## 2366 34.5
## 2367 31.9
## 2368 19.8
## 2369 29
## 2370 36.7
## 2371 21.3
## 2372 23.7
## 2373 25.7
## 2374 34
## 2375 30.7
## 2376 44.8
## 2377 27.7
## 2378 23.2
## 2379 30.1
## 2380 29.3
## 2381 29.5
## 2382 25.8
## 2383 26.2
## 2384 28.8
## 2385 29.8
## 2386 26.5
## 2387 27.8
## 2388 29
## 2389 19.1
## 2390 17.1
## 2391 24.6
## 2392 18.3
## 2393 42.8
## 2394 46.5
## 2395 38.4
## 2396 26
## 2397 26.8
## 2398 21.1
## 2399 29
## 2400 43
## 2401 36.6
## 2402 27.5
## 2403 40.2
## 2404 37.1
## 2405 32
## 2406 32.2
## 2407 20.6
## 2408 24.1
## 2409 25
## 2410 25.2
## 2411 27.6
## 2412 48.8
## 2413 27.6
## 2414 39.5
## 2415 27.2
## 2416 26.3
## 2417 28.9
## 2418 30
## 2419 23.7
## 2420 25.5
## 2421 24.6
## 2422 20.7
## 2423 36.4
## 2424 23.4
## 2425 32.3
## 2426 18.8
## 2427 15.5
## 2428 21.4
## 2429 31.7
## 2430 29.7
## 2431 34.3
## 2432 22.1
## 2433 21.5
## 2434 30.4
## 2435 21.6
## 2436 30.9
## 2437 21.9
## 2438 19.2
## 2439 30.3
## 2440 23
## 2441 24.1
## 2442 52.7
## 2443 27.6
## 2444 23.9
## 2445 26.9
## 2446 23.9
## 2447 40.5
## 2448 32
## 2449 20.5
## 2450 44.5
## 2451 16.2
## 2452 35.8
## 2453 24
## 2454 33.9
## 2455 36
## 2456 22.9
## 2457 44.5
## 2458 17.5
## 2459 32.3
## 2460 30.3
## 2461 33.5
## 2462 30.9
## 2463 25.5
## 2464 30
## 2465 32.2
## 2466 21.7
## 2467 24.7
## 2468 28.8
## 2469 27
## 2470 26
## 2471 27.1
## 2472 18.5
## 2473 18.8
## 2474 31.5
## 2475 18.1
## 2476 24.3
## 2477 28
## 2479 17.3
## 2480 17.2
## 2481 26.9
## 2482 22.4
## 2483 25.8
## 2484 21.3
## 2485 43
## 2486 24.4
## 2487 30.1
## 2488 21.3
## 2489 17.8
## 2490 28.4
## 2491 23.4
## 2492 24.3
## 2493 27.8
## 2494 30.5
## 2496 25.8
## 2497 26.7
## 2498 28.1
## 2499 22.2
## 2500 25.1
## 2501 20.9
## 2502 28.9
## 2504 35.9
## 2505 29.8
## 2506 26.7
## 2507 28.4
## 2508 26.7
## 2509 32.5
## 2510 43.8
## 2511 28.3
## 2512 36.6
## 2513 33.1
## 2514 27
## 2515 23.6
## 2517 21.8
## 2518 23.5
## 2519 28.7
## 2520 31.6
## 2521 31.9
## 2522 25.2
## 2523 25.9
## 2524 32.5
## 2525 28.1
## 2526 27.4
## 2527 21.2
## 2528 26.8
## 2529 18.5
## 2531 30.6
## 2532 19.9
## 2534 26.5
## 2535 43.8
## 2536 31.8
## 2537 36.6
## 2538 22.9
## 2539 18.7
## 2540 29.6
## 2541 43.6
## 2543 20.3
## 2544 21.3
## 2545 39.2
## 2546 52.8
## 2547 30.2
## 2548 35.3
## 2549 37
## 2550 32.1
## 2551 30.5
## 2552 22.8
## 2553 34.5
## 2554 37.4
## 2555 19.5
## 2556 55.7
## 2557 30.4
## 2558 25.3
## 2559 23.1
## 2560 30.7
## 2561 18.8
## 2562 28.6
## 2563 27.5
## 2564 26.5
## 2565 40.3
## 2566 37.9
## 2567 17.1
## 2568 53.5
## 2569 33.6
## 2570 43.4
## 2571 30.5
## 2572 38.1
## 2573 29.9
## 2574 32.7
## 2575 28.6
## 2576 38.5
## 2577 22.9
## 2578 38
## 2579 43.8
## 2580 20.8
## 2581 26.8
## 2582 25.5
## 2584 25.4
## 2585 26.7
## 2586 50.5
## 2587 21.3
## 2588 34.7
## 2589 17.9
## 2590 36.3
## 2591 18.4
## 2592 34.5
## 2593 33.4
## 2594 19.4
## 2595 25.6
## 2596 24.5
## 2597 30
## 2598 28.9
## 2599 28.1
## 2600 23
## 2601 33.5
## 2602 34.8
## 2603 17.6
## 2604 21.1
## 2605 29
## 2606 15.8
## 2607 41.2
## 2608 29.7
## 2609 40.8
## 2610 33.2
## 2611 37
## 2612 24.5
## 2613 34.5
## 2614 28
## 2615 26.8
## 2616 21
## 2617 23.8
## 2618 29.3
## 2619 24.4
## 2620 22.6
## 2621 22.8
## 2622 29.7
## 2623 32.4
## 2624 35.8
## 2625 31.1
## 2626 31.9
## 2627 33.7
## 2628 25.6
## 2629 19.9
## 2630 45.3
## 2631 15.5
## 2632 28.3
## 2633 40.2
## 2634 24.3
## 2635 24.6
## 2636 26.6
## 2637 30.9
## 2638 23.5
## 2639 23.9
## 2640 34.2
## 2641 34.9
## 2642 26.2
## 2643 36.2
## 2644 22.4
## 2645 19.3
## 2646 41.7
## 2647 46
## 2648 26.9
## 2649 40.1
## 2650 27.7
## 2651 29.5
## 2652 26
## 2653 22.7
## 2654 16
## 2655 27.7
## 2656 33.1
## 2657 33.1
## 2658 29.7
## 2659 34
## 2660 33.3
## 2661 27
## 2662 14.2
## 2663 19.4
## 2664 15.3
## 2665 28.7
## 2666 21
## 2667 28.9
## 2668 20.3
## 2669 28
## 2670 29.6
## 2671 30.2
## 2672 22.2
## 2673 28.4
## 2674 29.6
## 2675 28.6
## 2676 32.6
## 2677 29
## 2678 30.1
## 2679 31.2
## 2680 20.7
## 2681 45.1
## 2682 14.8
## 2683 37.4
## 2684 19.9
## 2685 16
## 2686 27.4
## 2687 33.4
## 2688 18.5
## 2689 33.4
## 2690 20.8
## 2691 22
## 2692 32.5
## 2693 19.2
## 2694 32.9
## 2695 23.5
## 2696 21.7
## 2697 29.1
## 2699 30.3
## 2700 29.4
## 2701 30.1
## 2702 32.9
## 2703 34
## 2704 38.6
## 2705 29.3
## 2706 43.6
## 2707 22.7
## 2708 36.6
## 2709 22.6
## 2710 25.6
## 2711 31.4
## 2712 26
## 2713 27
## 2714 33.3
## 2715 17.3
## 2716 26.9
## 2717 24.8
## 2718 20
## 2719 35.8
## 2720 36.9
## 2721 29.6
## 2722 31.1
## 2723 25.1
## 2724 51.9
## 2725 36.3
## 2726 28.2
## 2727 35.8
## 2728 30.9
## 2729 22.1
## 2730 17.6
## 2731 29.5
## 2732 27
## 2733 33.2
## 2734 24.4
## 2735 34.4
## 2736 36.7
## 2737 27.2
## 2738 27.5
## 2739 32.6
## 2741 28.4
## 2742 25.5
## 2743 28.7
## 2744 23.8
## 2745 34.4
## 2746 26.1
## 2747 28.5
## 2748 29.6
## 2749 29.4
## 2750 28.2
## 2751 28.7
## 2752 38.1
## 2754 22.2
## 2755 25.7
## 2756 17.7
## 2757 26.4
## 2758 32.8
## 2759 34.5
## 2760 39.5
## 2761 23.5
## 2762 38.8
## 2763 21.2
## 2764 32
## 2765 63.3
## 2766 32.6
## 2767 25.2
## 2768 27.4
## 2770 38.6
## 2771 32.9
## 2772 26
## 2773 29.2
## 2774 29.2
## 2775 26.4
## 2776 23.1
## 2777 21.2
## 2778 26.2
## 2779 23.4
## 2780 19.8
## 2781 20.4
## 2782 25.9
## 2783 34.1
## 2784 18.3
## 2785 35
## 2786 26.4
## 2787 27.6
## 2788 27
## 2790 31.3
## 2791 18
## 2792 22.1
## 2793 34.4
## 2794 33.2
## 2795 23.1
## 2796 39.7
## 2797 40.7
## 2798 30.9
## 2799 27.5
## 2800 28.3
## 2801 33.4
## 2802 33.1
## 2803 41.5
## 2804 17.1
## 2805 30
## 2806 24.9
## 2807 32.5
## 2808 26.1
## 2809 19.2
## 2810 38.7
## 2811 29.5
## 2812 28.1
## 2813 14.1
## 2814 33.9
## 2815 26
## 2816 52.8
## 2818 29.2
## 2819 26.3
## 2820 23.6
## 2821 18.6
## 2822 29.7
## 2823 30.9
## 2824 22.8
## 2825 25.5
## 2826 25.6
## 2827 23
## 2828 20.6
## 2830 28.4
## 2831 29.7
## 2832 26
## 2833 37.5
## 2834 42.3
## 2835 21.4
## 2836 29.3
## 2837 31
## 2838 22
## 2839 20.9
## 2840 45.9
## 2841 61.2
## 2842 29.1
## 2843 28.4
## 2844 22.6
## 2845 24.2
## 2846 16.3
## 2847 35.9
## 2848 29.8
## 2849 37
## 2850 35.8
## 2851 21.1
## 2852 37.6
## 2853 24.8
## 2854 31.9
## 2855 17.5
## 2857 17.6
## 2858 38.9
## 2859 15.2
## 2860 27.4
## 2861 27.9
## 2862 16.1
## 2863 39
## 2864 36.6
## 2865 33.7
## 2866 27.6
## 2867 31
## 2869 28.5
## 2870 31.4
## 2871 25.3
## 2872 17.2
## 2873 26.9
## 2874 32
## 2875 22.5
## 2876 17.3
## 2877 27
## 2878 33.1
## 2879 25
## 2881 31.1
## 2882 19.6
## 2883 24.7
## 2884 48
## 2885 38
## 2886 24
## 2887 30
## 2888 24.6
## 2889 23.1
## 2890 17.4
## 2891 43.1
## 2892 27.1
## 2893 14.3
## 2894 46.8
## 2895 26
## 2896 29.3
## 2897 50.1
## 2899 18.6
## 2900 27
## 2901 25.7
## 2902 25.5
## 2903 27.3
## 2904 24.1
## 2905 42.7
## 2906 41.2
## 2907 20.2
## 2908 30.9
## 2909 27.7
## 2910 22.3
## 2911 39.4
## 2912 34.2
## 2913 20.1
## 2914 36.8
## 2916 33.9
## 2917 27.7
## 2918 22.7
## 2919 32.2
## 2920 22
## 2921 23.2
## 2922 26.7
## 2923 23
## 2924 23.4
## 2925 24.1
## 2926 31.5
## 2927 26.1
## 2928 23.7
## 2929 20.8
## 2930 18.8
## 2931 32.5
## 2932 24.3
## 2933 24.1
## 2934 32.5
## 2935 39.3
## 2936 23.9
## 2937 22
## 2938 37.3
## 2939 33
## 2940 24.7
## 2941 32.8
## 2942 29.8
## 2943 24.1
## 2944 21.6
## 2945 27.1
## 2946 27
## 2947 18.7
## 2948 35.8
## 2949 27.1
## 2950 33.1
## 2951 25.9
## 2952 26.7
## 2953 22.2
## 2954 26
## 2955 23.5
## 2956 23.5
## 2957 15.9
## 2958 24.9
## 2959 26.5
## 2960 35.7
## 2962 32.1
## 2963 28.5
## 2964 40.1
## 2965 26.6
## 2966 21.7
## 2967 28.8
## 2968 32
## 2969 31.4
## 2970 32.1
## 2971 19.8
## 2972 25.3
## 2973 28.8
## 2974 26
## 2975 30.7
## 2976 43.3
## 2977 35.2
## 2978 20.9
## 2979 35.3
## 2980 27
## 2981 26.1
## 2982 29.1
## 2983 32.6
## 2984 21.8
## 2985 32.3
## 2986 28.1
## 2987 32.3
## 2988 21.7
## 2989 25
## 2990 28.9
## 2991 21.7
## 2992 45.3
## 2993 40.2
## 2994 22.5
## 2995 21.3
## 2996 26.1
## 2997 28.8
## 2999 32.4
## 3000 20.4
## 3001 25.9
## 3002 38.8
## 3003 30.8
## 3004 24.6
## 3005 20.6
## 3006 38.8
## 3007 40.4
## 3009 36.2
## 3010 18.8
## 3011 27.6
## 3012 28.3
## 3013 39.4
## 3014 33.5
## 3015 40.4
## 3016 25.9
## 3017 27.6
## 3018 44.7
## 3019 30.8
## 3020 22.3
## 3021 27.9
## 3022 22.9
## 3023 27.3
## 3024 25
## 3025 48.3
## 3026 22.7
## 3027 39.1
## 3028 27.8
## 3030 36.7
## 3031 38.5
## 3032 29.4
## 3033 30.5
## 3034 23.6
## 3035 20.6
## 3036 31.7
## 3037 24.9
## 3038 33.4
## 3039 22.2
## 3040 26.5
## 3041 27.1
## 3042 30.3
## 3043 18.6
## 3044 26.4
## 3045 17.8
## 3046 37.4
## 3047 32.1
## 3048 38.2
## 3050 39.1
## 3051 29.5
## 3052 28.6
## 3053 40.1
## 3054 31.8
## 3055 34.6
## 3056 24.5
## 3057 26.2
## 3058 33
## 3059 22.3
## 3061 58.1
## 3062 36.9
## 3063 43.9
## 3064 18.2
## 3065 23.1
## 3066 32.6
## 3067 41.2
## 3068 28.6
## 3069 26
## 3070 36.8
## 3071 35.8
## 3072 24.2
## 3073 22.9
## 3074 23.1
## 3076 28.9
## 3077 26.5
## 3078 29.3
## 3079 24.8
## 3080 20.1
## 3081 18.2
## 3082 34.7
## 3083 24
## 3084 29
## 3085 27.3
## 3086 27.6
## 3087 20.4
## 3088 17.7
## 3089 27.9
## 3090 41.5
## 3091 27.4
## 3092 27.8
## 3093 17.8
## 3094 32
## 3095 37.3
## 3096 28.1
## 3097 29.1
## 3098 22.9
## 3099 38.8
## 3100 29
## 3101 28.6
## 3102 29.8
## 3103 28.9
## 3104 29.1
## 3106 16.7
## 3107 34.1
## 3108 25.7
## 3109 30.8
## 3110 23.9
## 3111 18.8
## 3113 41.8
## 3114 36.4
## 3115 28.7
## 3116 28.3
## 3117 22.4
## 3118 15.1
## 3119 22.7
## 3120 26.6
## 3121 20.8
## 3122 23
## 3123 35.8
## 3124 29.9
## 3125 43.4
## 3126 36.3
## 3127 40.1
## 3128 35.9
## 3129 32.4
## 3130 20.3
## 3131 33.2
## 3132 22.3
## 3133 18.1
## 3134 28.2
## 3135 29.7
## 3137 29
## 3138 25.4
## 3139 26.5
## 3140 22.7
## 3141 27.5
## 3142 23.8
## 3143 35.6
## 3144 27.2
## 3145 30.4
## 3146 21.5
## 3147 31.8
## 3148 29.5
## 3149 30.6
## 3150 27.6
## 3151 23
## 3152 24.8
## 3153 28
## 3154 22.2
## 3155 27.8
## 3156 30.2
## 3157 26.8
## 3158 22
## 3159 34.3
## 3160 29.2
## 3161 30.3
## 3164 21.4
## 3166 26.6
## 3167 30
## 3168 33.7
## 3169 30.9
## 3170 31.1
## 3171 23
## 3172 20.2
## 3173 31.6
## 3174 23.9
## 3175 26.1
## 3176 15.8
## 3178 28.7
## 3179 28.9
## 3180 25.1
## 3181 19.8
## 3182 30.8
## 3183 22.1
## 3184 20.4
## 3185 31.2
## 3186 24.9
## 3187 27
## 3188 20.1
## 3189 24.4
## 3190 22.6
## 3191 22.4
## 3192 26.2
## 3193 22.9
## 3194 32.6
## 3195 31.3
## 3196 43.9
## 3197 41.8
## 3199 37.7
## 3200 20.8
## 3201 21.6
## 3202 22.1
## 3203 39.2
## 3204 36.7
## 3205 32
## 3206 25.9
## 3207 28.9
## 3208 29.3
## 3209 32.3
## 3210 33.2
## 3211 31.6
## 3212 20.6
## 3213 23.3
## 3214 30.8
## 3218 23.7
## 3219 49.3
## 3220 30.3
## 3221 24.4
## 3222 28.2
## 3223 33.8
## 3224 42.6
## 3225 31.9
## 3226 34
## 3227 19.8
## 3228 30.5
## 3229 21.7
## 3230 24.6
## 3231 38.1
## 3232 19.2
## 3233 30.1
## 3234 23.3
## 3235 34.5
## 3236 30.8
## 3237 43.8
## 3238 29.9
## 3239 50.4
## 3240 22.6
## 3241 19.5
## 3242 33.4
## 3243 24.2
## 3244 52.7
## 3245 25.6
## 3246 26.9
## 3247 35.2
## 3248 22.1
## 3249 34.4
## 3250 26
## 3251 26.9
## 3252 20.1
## 3253 24.7
## 3254 32.1
## 3255 29.8
## 3256 27.5
## 3257 22.8
## 3258 27.6
## 3259 33
## 3260 33.7
## 3261 25.1
## 3262 15.3
## 3263 22.2
## 3264 21.4
## 3265 26
## 3266 29.9
## 3267 28.6
## 3268 21.2
## 3269 16
## 3270 22.7
## 3271 25.3
## 3272 31.6
## 3273 38.9
## 3274 27.1
## 3275 24.1
## 3276 31.5
## 3277 32
## 3278 31.8
## 3279 34
## 3280 23.4
## 3281 29.3
## 3282 17.2
## 3283 31.9
## 3284 31.6
## 3285 23.2
## 3286 30
## 3287 26.3
## 3288 31.8
## 3289 25.5
## 3290 21.3
## 3291 29.6
## 3292 28.7
## 3293 30.8
## 3294 32.1
## 3295 34
## 3296 16.9
## 3297 32.1
## 3298 22.6
## 3299 31.3
## 3300 29
## 3301 27.6
## 3302 17.7
## 3303 35.9
## 3304 33.8
## 3305 17.6
## 3306 48.3
## 3307 39.9
## 3308 11.3
## 3309 31.5
## 3310 29.6
## 3311 19.4
## 3312 18.1
## 3313 36.2
## 3314 17.9
## 3315 33
## 3316 20.4
## 3317 33.6
## 3318 34.5
## 3319 30
## 3320 12.8
## 3321 26.2
## 3322 13.5
## 3323 25.6
## 3324 18.8
## 3325 14.5
## 3326 23.4
## 3327 39.7
## 3328 40.8
## 3329 29.5
## 3330 33
## 3331 25.6
## 3332 33.1
## 3333 28.1
## 3334 49.3
## 3335 16.9
## 3336 35.9
## 3337 32.1
## 3338 34.1
## 3339 15.1
## 3340 42
## 3341 16.8
## 3342 28.8
## 3343 32.2
## 3344 16.2
## 3345 44.2
## 3346 23.4
## 3347 31
## 3348 28.7
## 3349 23.6
## 3350 35.7
## 3351 39.5
## 3352 27.3
## 3353 31.3
## 3354 33.4
## 3355 29.2
## 3356 26
## 3357 18.1
## 3358 22.4
## 3359 29.4
## 3360 21.6
## 3361 27.9
## 3362 29.6
## 3363 30.2
## 3364 43.4
## 3365 30.5
## 3366 33.2
## 3367 27.7
## 3368 33.5
## 3369 28
## 3370 31.5
## 3371 24
## 3372 27.4
## 3373 37.9
## 3374 26.2
## 3375 22.4
## 3377 43.7
## 3378 28.4
## 3379 29.8
## 3380 24.8
## 3381 34.8
## 3382 27.4
## 3384 33.5
## 3385 35
## 3386 24.4
## 3387 28.3
## 3388 29.1
## 3389 31.3
## 3390 32.8
## 3391 29.1
## 3392 31.9
## 3393 14.2
## 3394 26.3
## 3395 22.8
## 3396 24.8
## 3397 34.1
## 3398 21.5
## 3399 26.1
## 3400 21.4
## 3401 33.5
## 3402 23
## 3403 18.5
## 3404 23.4
## 3405 31.4
## 3406 31.1
## 3407 37.7
## 3408 25.3
## 3409 35.6
## 3410 24.8
## 3411 32.7
## 3412 24.9
## 3413 26
## 3414 22.8
## 3415 24
## 3416 20.3
## 3417 30.3
## 3418 23.7
## 3419 25.7
## 3420 21.9
## 3421 15.8
## 3422 30.5
## 3423 25.7
## 3424 19
## 3425 28.8
## 3427 22.4
## 3428 32.4
## 3429 36.6
## 3430 27.9
## 3431 27.7
## 3433 34.3
## 3434 26.7
## 3435 19
## 3436 20.6
## 3437 26.7
## 3438 29.2
## 3439 21.3
## 3440 51.9
## 3441 14.1
## 3442 28.9
## 3443 30.9
## 3444 36.1
## 3445 25
## 3446 28.6
## 3447 20.5
## 3448 16.7
## 3449 36.6
## 3450 26.4
## 3451 33.1
## 3452 27.5
## 3453 26.9
## 3454 23.9
## 3455 26.9
## 3456 27.8
## 3457 32.7
## 3458 28.7
## 3459 22.6
## 3460 26.5
## 3461 28.3
## 3462 24.3
## 3463 24
## 3464 32.4
## 3465 28.7
## 3466 36.7
## 3467 27.7
## 3468 24.8
## 3469 31.2
## 3470 26.1
## 3471 26.8
## 3472 26.7
## 3473 19.6
## 3474 25.8
## 3475 32.5
## 3476 28.3
## 3477 24.5
## 3478 25.2
## 3479 32.3
## 3480 30.1
## 3481 35.7
## 3482 20
## 3483 23.5
## 3484 23.4
## 3485 22.3
## 3486 28.7
## 3487 20.9
## 3488 29.4
## 3489 27.6
## 3490 43.9
## 3491 28.7
## 3492 34.7
## 3493 37.1
## 3494 24.2
## 3495 22.7
## 3496 29.3
## 3497 20
## 3498 22.7
## 3499 25.4
## 3500 37.6
## 3501 44.7
## 3502 26.3
## 3503 25
## 3505 32.3
## 3506 24.9
## 3507 33.7
## 3508 26.6
## 3509 53.4
## 3510 41.7
## 3511 22
## 3512 20.3
## 3513 42.7
## 3514 28.2
## 3515 32.5
## 3516 22.5
## 3517 26.5
## 3518 41
## 3519 27
## 3520 25.9
## 3521 23.7
## 3522 30
## 3523 15
## 3524 21.5
## 3525 25.9
## 3526 24.3
## 3527 39.2
## 3528 14.4
## 3529 26.6
## 3530 30.7
## 3531 35.4
## 3532 29.2
## 3533 26.7
## 3534 21.5
## 3535 19.1
## 3536 25.4
## 3537 34
## 3538 23.9
## 3539 20.9
## 3540 18.2
## 3541 27.6
## 3542 50.3
## 3543 24.5
## 3544 16.6
## 3545 24
## 3546 18.8
## 3547 34
## 3548 25.8
## 3549 30.3
## 3550 28.9
## 3551 21.3
## 3552 26.8
## 3553 29.2
## 3554 25
## 3555 21.5
## 3556 17.1
## 3557 32.5
## 3558 26.9
## 3559 30.4
## 3560 29.8
## 3561 20.3
## 3562 41.1
## 3564 33.9
## 3565 39
## 3566 31.2
## 3567 38.2
## 3568 44.7
## 3569 33.5
## 3570 27
## 3571 31.1
## 3572 29.2
## 3573 26.6
## 3574 17.9
## 3575 24.2
## 3576 19.5
## 3577 28.5
## 3578 21.3
## 3579 41.3
## 3580 31.3
## 3581 40.8
## 3582 36.6
## 3583 26.7
## 3584 18.7
## 3585 15.2
## 3586 26.8
## 3587 25.1
## 3588 31.3
## 3589 59.7
## 3590 29.8
## 3591 33.5
## 3592 24.5
## 3593 33.6
## 3594 39.7
## 3595 47.4
## 3596 26.4
## 3597 33
## 3598 31.4
## 3599 27.2
## 3600 35.7
## 3601 29.5
## 3602 21
## 3603 26.6
## 3604 24.3
## 3605 43.9
## 3607 52.5
## 3608 27
## 3609 32.7
## 3610 29.4
## 3611 15.1
## 3612 32.1
## 3613 32.9
## 3614 27.6
## 3615 26.5
## 3616 19.2
## 3617 25.9
## 3618 21.9
## 3619 17.4
## 3620 13.2
## 3621 25.2
## 3622 28.2
## 3623 31.5
## 3624 25.2
## 3625 14.5
## 3626 28
## 3627 15.1
## 3628 31.4
## 3629 26.3
## 3631 39.6
## 3632 28.9
## 3633 31.4
## 3634 34.3
## 3635 27
## 3636 27.2
## 3637 23.8
## 3638 25.3
## 3639 32.6
## 3640 31.8
## 3641 22.4
## 3642 28
## 3643 23.9
## 3644 25.3
## 3645 16.4
## 3646 26.9
## 3647 25.4
## 3648 18.7
## 3649 37.5
## 3650 41.4
## 3651 37.5
## 3652 15.8
## 3653 37.6
## 3654 30.5
## 3655 22.1
## 3656 19.2
## 3657 38
## 3658 18.7
## 3659 25.7
## 3660 30.1
## 3661 36.3
## 3662 20.4
## 3663 20.9
## 3664 28.4
## 3665 33.8
## 3666 24
## 3667 43.3
## 3668 36.4
## 3669 37.9
## 3670 32.6
## 3671 23.9
## 3672 18.1
## 3673 36.4
## 3674 29.2
## 3675 30.8
## 3676 23.8
## 3677 17.9
## 3678 31.8
## 3679 19.5
## 3680 31.5
## 3681 24.1
## 3683 35.9
## 3684 31.6
## 3685 19
## 3686 18.8
## 3687 33.5
## 3688 25
## 3689 52.9
## 3690 24.8
## 3691 24.5
## 3692 40.4
## 3693 20.2
## 3694 31.9
## 3695 25.4
## 3696 15.4
## 3697 38.6
## 3698 31
## 3699 26.4
## 3701 37.7
## 3702 35.2
## 3703 54.7
## 3704 21.6
## 3705 23.9
## 3707 26.1
## 3708 39.7
## 3709 29.9
## 3710 31.4
## 3711 34.5
## 3712 29.4
## 3713 26.9
## 3714 22.4
## 3715 20.5
## 3716 18.6
## 3717 31.4
## 3718 18.5
## 3719 41.8
## 3720 21.2
## 3721 28.6
## 3722 16
## 3723 30.6
## 3724 29
## 3725 28.6
## 3726 34.8
## 3728 42
## 3729 30.3
## 3730 30.9
## 3731 32.1
## 3732 19.6
## 3733 32.8
## 3734 31.5
## 3736 34.7
## 3737 21.5
## 3738 27.6
## 3739 28.6
## 3740 21.1
## 3741 23.8
## 3742 33.5
## 3743 33.4
## 3744 23.3
## 3745 21
## 3746 21.2
## 3747 18.4
## 3748 26.9
## 3749 20.2
## 3750 21.9
## 3751 24.2
## 3752 29.6
## 3753 38.1
## 3754 22
## 3755 29.8
## 3756 24
## 3757 26.9
## 3758 38
## 3759 16.9
## 3760 23.4
## 3761 38.5
## 3762 21.6
## 3763 15.9
## 3764 25.1
## 3765 41.1
## 3766 21.5
## 3767 21
## 3768 24.1
## 3769 30.6
## 3770 19.8
## 3771 29.2
## 3772 33.7
## 3773 31
## 3774 21.5
## 3775 19.1
## 3776 21.4
## 3777 24.8
## 3778 35.1
## 3779 28.6
## 3780 35.7
## 3781 45.4
## 3782 34.5
## 3783 21.2
## 3784 22.7
## 3785 39.1
## 3786 21.9
## 3787 16.5
## 3788 23
## 3789 22.5
## 3790 20.4
## 3791 28.7
## 3792 22.4
## 3793 26.3
## 3794 23.6
## 3795 25.9
## 3796 30.7
## 3797 24.5
## 3798 24
## 3799 20.1
## 3800 38
## 3801 26.6
## 3802 24.5
## 3804 41.3
## 3805 34.8
## 3806 35.5
## 3807 24.1
## 3808 19
## 3810 16.6
## 3811 28.6
## 3812 22.4
## 3813 38.6
## 3814 32
## 3815 40.1
## 3816 32
## 3817 23.9
## 3818 25
## 3819 28.5
## 3820 19.8
## 3821 25.7
## 3822 28
## 3823 37.2
## 3824 24.8
## 3825 39.2
## 3826 61.6
## 3827 27.2
## 3828 38
## 3829 36.2
## 3830 16.6
## 3831 38
## 3832 31.4
## 3833 35.3
## 3834 35.8
## 3835 28.6
## 3836 34
## 3837 15.5
## 3838 31.1
## 3839 37.5
## 3840 37.7
## 3841 24.2
## 3842 33.4
## 3843 33
## 3844 25.7
## 3845 19.4
## 3846 33.4
## 3847 18
## 3848 40.1
## 3849 26.9
## 3850 22.5
## 3851 27.6
## 3852 23.3
## 3853 35.7
## 3854 28.4
## 3855 29.4
## 3856 31.9
## 3857 25.1
## 3858 35.6
## 3859 21.1
## 3860 17.8
## 3861 31.5
## 3862 26.6
## 3863 44.8
## 3864 31.3
## 3865 17.2
## 3866 25.3
## 3867 28.8
## 3868 49.9
## 3869 18
## 3870 23.5
## 3871 18.1
## 3872 41.7
## 3874 20.7
## 3875 30.3
## 3876 27.8
## 3877 18.9
## 3878 20.4
## 3879 31.8
## 3880 44.8
## 3881 37.1
## 3882 39.9
## 3883 24.1
## 3884 18.1
## 3885 36.3
## 3886 19.1
## 3887 21.1
## 3888 28.9
## 3889 18.9
## 3890 43.3
## 3891 37.2
## 3892 32.2
## 3893 26.3
## 3894 25.4
## 3895 18.3
## 3896 21.4
## 3897 22.9
## 3898 16.2
## 3899 29.6
## 3900 21.5
## 3901 24.2
## 3902 37.3
## 3903 33.3
## 3904 33.1
## 3905 22.2
## 3906 24.4
## 3907 30.3
## 3908 28.2
## 3909 17
## 3910 53.8
## 3911 30.4
## 3912 22.3
## 3913 25.3
## 3915 29.8
## 3916 43.8
## 3917 34.5
## 3918 25.5
## 3919 31.5
## 3920 39.2
## 3921 47.3
## 3922 17
## 3923 38.2
## 3924 31.1
## 3925 22.4
## 3926 32
## 3927 24.7
## 3928 36.3
## 3929 20.2
## 3930 27.4
## 3931 29.6
## 3932 54.3
## 3933 28.6
## 3934 43.9
## 3935 22.2
## 3936 28.4
## 3937 23.7
## 3938 18.3
## 3939 18.3
## 3940 28.9
## 3942 27.1
## 3943 13.8
## 3944 21.9
## 3945 24
## 3947 20.8
## 3948 39.8
## 3949 26.2
## 3950 43.9
## 3951 27.3
## 3953 22
## 3954 40
## 3955 20.1
## 3956 42.2
## 3957 25.8
## 3958 27.2
## 3959 30.9
## 3960 47.9
## 3961 33.1
## 3962 37.8
## 3963 25.4
## 3964 28.4
## 3965 16.6
## 3966 35.1
## 3967 32.7
## 3968 29.8
## 3969 13
## 3970 27.5
## 3971 23.6
## 3972 36.9
## 3973 16.7
## 3974 26.5
## 3975 37
## 3976 27.7
## 3977 23.5
## 3978 40.4
## 3979 27.7
## 3980 28.3
## 3981 55
## 3982 28.7
## 3983 25
## 3984 24.8
## 3985 35.5
## 3986 25
## 3987 17.3
## 3988 37.8
## 3989 32.8
## 3990 28.7
## 3991 28.8
## 3992 28.4
## 3993 24.9
## 3994 29.6
## 3995 26.1
## 3996 29.5
## 3997 23.9
## 3998 25.8
## 3999 36.2
## 4000 31.3
## 4001 26.1
## 4002 19.1
## 4003 17.6
## 4004 21.4
## 4005 24
## 4006 25.5
## 4007 19.9
## 4008 19.9
## 4009 35.5
## 4010 26.9
## 4011 24.2
## 4012 30
## 4013 30.9
## 4014 26.5
## 4015 30.6
## 4016 19.1
## 4017 23.2
## 4018 30.5
## 4019 15.8
## 4020 16.9
## 4021 18
## 4022 13.9
## 4023 36.7
## 4024 30.8
## 4025 34.6
## 4026 16.3
## 4027 38.2
## 4028 27.3
## 4029 30.4
## 4030 34.5
## 4031 17.4
## 4032 32
## 4033 33.4
## 4034 40.2
## 4035 30.1
## 4036 46.2
## 4037 35.6
## 4038 29.4
## 4039 27.3
## 4040 17.4
## 4041 26.9
## 4042 17.7
## 4043 23.6
## 4044 27.7
## 4045 38
## 4046 35.2
## 4048 32.4
## 4049 36.1
## 4050 30.6
## 4051 29
## 4052 22.3
## 4053 27.3
## 4054 17.4
## 4055 39
## 4056 26.7
## 4057 24.2
## 4058 22.8
## 4059 25.6
## 4060 21.9
## 4061 25.9
## 4062 30.6
## 4063 25.7
## 4064 33.3
## 4065 23.8
## 4066 17.2
## 4067 31
## 4068 24.7
## 4069 27.1
## 4071 38.3
## 4072 50.9
## 4073 29.2
## 4074 23.6
## 4075 33.5
## 4076 16.3
## 4077 30.8
## 4078 31.1
## 4079 26.4
## 4080 18.6
## 4081 37.3
## 4082 26.6
## 4083 17.6
## 4084 22.3
## 4085 20.2
## 4086 30.9
## 4087 31.5
## 4088 29.7
## 4089 32.5
## 4090 32.8
## 4091 25.4
## 4092 27.2
## 4093 31.6
## 4094 39.6
## 4095 19.8
## 4096 29.6
## 4097 25.5
## 4098 25.8
## 4099 32.1
## 4100 25.6
## 4101 26.3
## 4102 39.4
## 4103 25.6
## 4104 34
## 4105 35.8
## 4106 24.9
## 4107 29.3
## 4108 23.4
## 4109 24.5
## 4110 29.8
## 4111 28.9
## 4112 27.3
## 4113 23.2
## 4114 34.2
## 4115 23.3
## 4116 26.9
## 4117 21.8
## 4118 26.9
## 4119 29.9
## 4120 22.4
## 4121 27.5
## 4122 35
## 4123 27.9
## 4124 25.5
## 4125 28.6
## 4126 34.8
## 4127 50.6
## 4128 30.9
## 4129 14.8
## 4130 31.4
## 4131 22.3
## 4132 19.1
## 4133 27.4
## 4134 17.5
## 4135 36.2
## 4136 25.4
## 4137 25.7
## 4138 28.6
## 4139 33.7
## 4140 37.9
## 4141 28.4
## 4142 20
## 4143 29.1
## 4144 27.6
## 4145 27.6
## 4146 24.2
## 4147 31
## 4148 34.5
## 4149 27
## 4150 20.7
## 4151 26.1
## 4152 19.2
## 4153 28
## 4154 23.6
## 4155 57.2
## 4156 33
## 4157 22.2
## 4158 24.8
## 4159 24.7
## 4160 27.9
## 4161 21.6
## 4162 34.8
## 4163 32.9
## 4164 28
## 4166 25
## 4167 24.7
## 4168 27.3
## 4169 34.2
## 4170 39.1
## 4171 22.7
## 4172 33.9
## 4173 18.6
## 4174 16.7
## 4175 20.6
## 4176 20.1
## 4177 45.2
## 4178 25.3
## 4179 32.4
## 4180 34.9
## 4181 43.7
## 4182 23
## 4183 21.5
## 4184 24.9
## 4185 22.9
## 4186 25
## 4187 21.3
## 4188 46.1
## 4189 64.4
## 4190 37
## 4191 21.3
## 4192 28.3
## 4193 31.1
## 4194 25.1
## 4195 27.6
## 4196 29.4
## 4197 14.1
## 4198 35.2
## 4199 23.9
## 4200 34
## 4201 27.1
## 4202 29.5
## 4204 20.7
## 4205 39.5
## 4206 33.7
## 4207 23.2
## 4208 30.1
## 4209 28.8
## 4210 92
## 4211 38
## 4212 27.7
## 4213 43.2
## 4214 24.1
## 4215 28.7
## 4216 34.8
## 4217 23.5
## 4218 28.5
## 4219 20.3
## 4220 43
## 4221 18.3
## 4222 27.2
## 4223 22
## 4224 50.8
## 4225 35.4
## 4226 55.9
## 4227 27.9
## 4228 19.8
## 4229 26
## 4230 26.8
## 4232 32.5
## 4233 15
## 4234 14.2
## 4235 17
## 4236 26.2
## 4237 24.9
## 4238 26.6
## 4239 22.7
## 4240 32.7
## 4241 36.7
## 4242 31.5
## 4243 36.9
## 4244 27.6
## 4245 20.7
## 4246 20.2
## 4247 23.4
## 4248 25.3
## 4249 28.2
## 4250 27
## 4251 24.8
## 4252 34.8
## 4253 17.3
## 4254 27.8
## 4255 16.2
## 4257 21.7
## 4258 21.4
## 4259 29.3
## 4260 36.2
## 4261 28.3
## 4262 23.5
## 4263 25.9
## 4264 27.1
## 4265 21.5
## 4266 30.5
## 4267 23.4
## 4268 37.6
## 4269 24
## 4270 25.1
## 4271 28.7
## 4272 41.8
## 4273 25.6
## 4274 27.2
## 4275 24.4
## 4276 20.7
## 4277 19.6
## 4278 24.8
## 4279 32.6
## 4280 20.5
## 4281 36.2
## 4282 45.4
## 4283 27.6
## 4285 34.7
## 4286 32.4
## 4288 28.7
## 4289 45.3
## 4290 40.3
## 4291 38.9
## 4292 46
## 4293 32.4
## 4294 19.4
## 4295 27.5
## 4296 26.2
## 4297 31.1
## 4298 34.6
## 4299 24.3
## 4300 34.6
## 4301 28.5
## 4302 32.1
## 4303 28
## 4304 20.9
## 4305 33.8
## 4306 25.8
## 4307 31.8
## 4308 26.8
## 4309 25.9
## 4310 29.2
## 4311 25.3
## 4312 41.7
## 4313 38.8
## 4314 29.1
## 4315 30.9
## 4316 39.3
## 4317 41.8
## 4318 26.2
## 4319 33.8
## 4320 26.1
## 4321 24.1
## 4322 30.7
## 4323 22.4
## 4324 23
## 4325 30.2
## 4326 30.3
## 4327 28.7
## 4328 36.3
## 4329 16.3
## 4330 34.5
## 4331 20.8
## 4332 31
## 4333 17.6
## 4334 22.7
## 4335 38.4
## 4336 40.8
## 4337 32.9
## 4338 31.3
## 4339 28.5
## 4340 27.6
## 4341 40.2
## 4342 24.7
## 4343 17.7
## 4344 25.4
## 4345 28.5
## 4346 26.2
## 4347 26
## 4348 45.3
## 4349 31.5
## 4350 20.6
## 4351 29.4
## 4352 57.9
## 4353 39.1
## 4354 23.8
## 4355 38.1
## 4356 19.5
## 4357 35.5
## 4358 26.4
## 4359 22.2
## 4360 29.1
## 4361 41.9
## 4362 22.6
## 4363 33.3
## 4364 21.3
## 4365 20.4
## 4366 28.7
## 4367 28.8
## 4368 38.7
## 4369 32.3
## 4370 37.9
## 4371 25.3
## 4372 27.7
## 4373 25.1
## 4374 16.8
## 4375 27.7
## 4376 28.6
## 4377 37.6
## 4378 32.7
## 4379 22.7
## 4380 16
## 4381 23.5
## 4382 45.8
## 4383 20.8
## 4384 16.7
## 4385 22.2
## 4386 33.1
## 4387 32.7
## 4388 41.4
## 4389 24.1
## 4390 28
## 4391 24.2
## 4392 23.5
## 4393 23
## 4394 20.3
## 4395 24.8
## 4396 26.1
## 4397 24.2
## 4398 19.3
## 4399 18.2
## 4400 24.2
## 4401 41.5
## 4402 28
## 4403 37
## 4404 32.2
## 4405 35.9
## 4406 47.6
## 4407 32.1
## 4408 55.7
## 4409 22.2
## 4410 20.1
## 4411 14.6
## 4412 28.4
## 4413 20.6
## 4414 19.8
## 4415 23.4
## 4416 25.1
## 4417 30.1
## 4418 33.3
## 4419 24
## 4420 27.8
## 4421 21.4
## 4422 25.5
## 4424 21.8
## 4425 18.9
## 4426 21.9
## 4427 30.6
## 4428 29.8
## 4429 28.7
## 4430 35.5
## 4431 29.1
## 4432 32.8
## 4433 22.8
## 4434 31.3
## 4435 29
## 4436 19
## 4437 24.1
## 4438 21.4
## 4439 28
## 4440 27.6
## 4441 28.7
## 4442 24.5
## 4443 25
## 4444 29.6
## 4445 29.9
## 4446 35.6
## 4447 27.9
## 4448 42.6
## 4449 21.2
## 4450 28.5
## 4451 25.6
## 4453 31.1
## 4454 30.4
## 4455 22.9
## 4456 31.9
## 4457 48.8
## 4458 43
## 4459 21.8
## 4460 35.5
## 4461 24.3
## 4462 23.1
## 4463 18.5
## 4464 42.4
## 4465 32.3
## 4466 22.6
## 4467 17.8
## 4468 18.4
## 4469 26.9
## 4470 32
## 4471 23.4
## 4472 31.4
## 4473 22.4
## 4474 28.9
## 4475 27.4
## 4476 57.2
## 4477 28.4
## 4478 23.5
## 4479 28.3
## 4480 38.2
## 4481 33.3
## 4482 33.3
## 4483 28.8
## 4484 32.1
## 4485 28.9
## 4486 25.5
## 4487 25.9
## 4488 19.5
## 4489 23.8
## 4490 24.9
## 4491 18.5
## 4492 30.6
## 4493 16.1
## 4494 32.5
## 4495 27.4
## 4496 30.2
## 4497 23.5
## 4498 36
## 4499 24.8
## 4500 27.5
## 4501 40
## 4502 18.1
## 4503 18.8
## 4504 23.6
## 4505 29.7
## 4506 43.7
## 4507 27.3
## 4508 20.2
## 4509 23.8
## 4510 21.4
## 4511 25.1
## 4512 17.9
## 4513 34.5
## 4514 27.1
## 4515 26.1
## 4516 43.4
## 4517 33.2
## 4518 37.2
## 4519 41.3
## 4520 35.4
## 4521 26.1
## 4522 24.5
## 4524 32.7
## 4525 29.2
## 4526 20.4
## 4527 33.5
## 4528 14
## 4529 33.5
## 4530 27.5
## 4531 35.3
## 4532 30.1
## 4533 32.6
## 4534 47.5
## 4535 31.6
## 4536 23.5
## 4537 40.3
## 4538 34.1
## 4539 16.1
## 4540 26.4
## 4541 19
## 4542 34.7
## 4543 23.3
## 4544 32.6
## 4545 26
## 4546 35.1
## 4547 18.6
## 4548 30.4
## 4549 32.8
## 4550 21.6
## 4551 23.3
## 4552 31.4
## 4553 26.3
## 4554 20.1
## 4555 28.3
## 4556 40.4
## 4557 18.6
## 4558 44.7
## 4559 25.3
## 4560 28.3
## 4561 39.9
## 4563 34.7
## 4564 31.9
## 4565 35
## 4566 32.7
## 4567 30.6
## 4568 27.9
## 4569 20.4
## 4570 29.6
## 4571 23.5
## 4572 46.4
## 4573 27.4
## 4574 25.2
## 4575 25.8
## 4576 33.3
## 4577 27.7
## 4578 28.9
## 4579 33.1
## 4580 38.1
## 4581 27.9
## 4582 17.4
## 4583 27.1
## 4584 22.7
## 4585 28.3
## 4586 21.5
## 4587 30
## 4588 18.6
## 4589 45.2
## 4590 39.7
## 4591 31.5
## 4592 23.2
## 4593 27.3
## 4594 26.5
## 4595 19.3
## 4596 26.1
## 4597 19.8
## 4598 25.1
## 4599 37.3
## 4600 30.3
## 4601 16.1
## 4602 25.1
## 4603 26.7
## 4604 29.3
## 4605 38.7
## 4606 35.8
## 4607 21.7
## 4608 31.4
## 4609 26.9
## 4610 33
## 4611 24.5
## 4612 44.9
## 4613 25.5
## 4614 22.1
## 4615 24.3
## 4616 32.4
## 4618 33.1
## 4619 26.7
## 4620 37.9
## 4621 39.6
## 4622 19.8
## 4623 30
## 4624 23.1
## 4625 34.3
## 4626 38.4
## 4627 32.8
## 4628 34.4
## 4629 44.6
## 4630 32.8
## 4631 26.4
## 4632 27.3
## 4633 32.4
## 4634 43.2
## 4635 33.6
## 4636 26.4
## 4637 46.9
## 4638 36.3
## 4639 34.9
## 4640 29.6
## 4641 16.5
## 4642 35.4
## 4643 23.6
## 4644 33.1
## 4645 40.2
## 4646 14.8
## 4647 34.8
## 4648 33.5
## 4649 31.9
## 4650 16.1
## 4651 50.2
## 4652 35.9
## 4653 39.6
## 4654 27.5
## 4655 32.3
## 4656 15.4
## 4657 28.4
## 4658 19.5
## 4659 25
## 4660 26.3
## 4661 39.6
## 4662 38.6
## 4663 33.9
## 4664 32.2
## 4665 25.1
## 4666 37.4
## 4667 30.1
## 4668 27
## 4669 32.4
## 4670 26.8
## 4671 27.2
## 4672 36.7
## 4673 36
## 4674 37.2
## 4675 19.1
## 4676 21.8
## 4677 26.5
## 4678 35
## 4679 32.6
## 4680 23.9
## 4681 33.7
## 4682 29.4
## 4683 29
## 4684 20.2
## 4686 27.4
## 4687 25
## 4688 30.7
## 4689 23
## 4690 26.6
## 4691 18.1
## 4692 47.1
## 4693 29.7
## 4694 19.9
## 4695 13.3
## 4696 32.7
## 4697 31.8
## 4698 31.4
## 4699 20.4
## 4700 33.2
## 4701 30.5
## 4702 30.3
## 4703 34.2
## 4704 34.4
## 4705 48.1
## 4706 22.8
## 4707 30.5
## 4708 35.9
## 4709 33.7
## 4710 24.1
## 4711 25.4
## 4712 25.5
## 4713 29.2
## 4715 17.4
## 4716 29.9
## 4717 21.5
## 4718 24.7
## 4719 25.1
## 4720 34.4
## 4721 27.9
## 4722 31.5
## 4723 31.8
## 4724 30.1
## 4725 26.4
## 4726 27.2
## 4727 22.5
## 4728 29.8
## 4729 26.1
## 4730 24.9
## 4731 23.5
## 4732 30.1
## 4733 37.3
## 4734 25.5
## 4735 35.3
## 4736 27.6
## 4737 28.7
## 4738 29.9
## 4739 34.2
## 4740 24.9
## 4741 36.8
## 4742 24.5
## 4743 34.6
## 4744 30
## 4745 28.8
## 4746 28.6
## 4747 23.6
## 4748 20.1
## 4749 21.1
## 4750 34.1
## 4752 29.5
## 4753 37.8
## 4754 31.2
## 4755 31.1
## 4756 34.2
## 4757 17.7
## 4758 39.2
## 4759 22.2
## 4760 29.5
## 4761 27
## 4762 16.8
## 4763 23.3
## 4764 33.5
## 4765 15.6
## 4766 28.2
## 4767 22.6
## 4768 20.2
## 4769 22.2
## 4770 22.6
## 4771 26.7
## 4772 22.9
## 4773 21.5
## 4774 30.3
## 4775 14.8
## 4776 24.3
## 4777 17.4
## 4778 29
## 4779 26.3
## 4780 51.7
## 4781 29.2
## 4782 18.3
## 4783 21.9
## 4784 16.3
## 4785 27.4
## 4786 20.4
## 4787 23.2
## 4788 30.3
## 4789 16.7
## 4790 31
## 4792 33.5
## 4793 17
## 4794 19.4
## 4795 14.6
## 4796 32.2
## 4797 37.7
## 4798 27.4
## 4799 25
## 4800 20.1
## 4801 21.7
## 4802 38.2
## 4803 17
## 4804 28.4
## 4805 30
## 4806 34.1
## 4807 19.3
## 4808 21.6
## 4809 32.9
## 4810 27.2
## 4811 27.8
## 4812 29.9
## 4813 28.4
## 4814 24.1
## 4815 24
## 4816 23.4
## 4817 32.6
## 4818 33.1
## 4819 33.8
## 4820 30.3
## 4821 36.9
## 4822 29.7
## 4823 38.8
## 4824 30.9
## 4825 36.9
## 4826 18.8
## 4827 25.5
## 4828 32.3
## 4829 25.8
## 4830 31.1
## 4831 27.9
## 4832 18.6
## 4833 20.1
## 4834 26.7
## 4835 30.3
## 4836 30.4
## 4837 30
## 4838 24.9
## 4839 60.9
## 4840 24.3
## 4841 38.7
## 4842 18.6
## 4843 17.1
## 4844 29.4
## 4845 16.9
## 4846 34.2
## 4847 27.6
## 4848 47.8
## 4849 18.9
## 4850 24.4
## 4851 25.2
## 4852 30.7
## 4853 26.1
## 4854 25.3
## 4855 32.8
## 4856 45.7
## 4857 24.6
## 4858 32.3
## 4859 47.6
## 4860 34.4
## 4861 18.2
## 4862 44.5
## 4863 36.6
## 4864 19.4
## 4865 22.9
## 4866 20
## 4867 36.1
## 4868 27.3
## 4869 42.2
## 4870 26.4
## 4871 23.6
## 4872 18.6
## 4873 18
## 4874 31.1
## 4875 30
## 4876 43.8
## 4877 23.8
## 4878 36.2
## 4879 32.6
## 4880 18
## 4881 25.5
## 4882 29.9
## 4883 32.1
## 4884 25.4
## 4885 23.4
## 4886 23.4
## 4887 21.8
## 4888 30.8
## 4889 37.9
## 4890 42.5
## 4891 23.4
## 4892 35.4
## 4893 32.3
## 4894 27
## 4895 46.3
## 4896 30.1
## 4897 34.7
## 4898 18.3
## 4899 16.2
## 4900 33.2
## 4901 18.6
## 4902 25.1
## 4903 24.1
## 4904 33.1
## 4905 24.8
## 4906 23.4
## 4907 54.1
## 4908 28.9
## 4909 38.1
## 4910 37.2
## 4911 19.6
## 4912 29
## 4913 26.7
## 4914 20.5
## 4915 34.1
## 4916 42.4
## 4917 37.7
## 4918 39.1
## 4919 28.9
## 4920 30.7
## 4921 33.8
## 4923 32.1
## 4924 40.5
## 4925 24.8
## 4926 31.8
## 4927 27
## 4928 13.7
## 4929 23.4
## 4930 16.4
## 4931 14.9
## 4932 38.8
## 4933 38.6
## 4934 32.2
## 4936 30.6
## 4937 28.1
## 4938 35.2
## 4939 21.8
## 4940 28.1
## 4941 28.2
## 4942 28.4
## 4943 37.4
## 4944 21.8
## 4945 19.8
## 4946 16.2
## 4947 33.6
## 4948 21.2
## 4949 28.4
## 4951 41.1
## 4952 24.9
## 4953 56.6
## 4954 28.8
## 4955 33.7
## 4956 38.6
## 4957 33.8
## 4958 22.4
## 4959 37.3
## 4960 23.4
## 4961 39.1
## 4962 21.2
## 4963 31.2
## 4964 28
## 4965 21.1
## 4966 15.7
## 4967 29.1
## 4968 26.1
## 4969 16.2
## 4970 27.1
## 4971 28.8
## 4972 37.9
## 4973 21.6
## 4974 30.1
## 4975 29.7
## 4976 26.4
## 4977 46
## 4978 26.1
## 4979 23.2
## 4980 28.4
## 4981 20.5
## 4982 24.6
## 4983 32.2
## 4984 30.5
## 4986 24.9
## 4987 26.5
## 4988 34.5
## 4989 21.5
## 4990 15.9
## 4991 17.7
## 4992 26.5
## 4993 24.4
## 4994 26.6
## 4995 23.9
## 4996 30.1
## 4997 23.6
## 4998 18.4
## 4999 32.1
## 5000 24.4
## 5001 27.3
## 5002 34.8
## 5003 28.4
## 5004 40.2
## 5005 31.1
## 5006 24
## 5007 38.1
## 5008 29.9
## 5009 24.5
## 5010 49.5
## 5011 35.5
## 5012 29.5
## 5013 28.8
## 5014 22.1
## 5015 29.4
## 5016 45
## 5017 27.1
## 5018 28.3
## 5019 20.1
## 5020 31.3
## 5021 17.6
## 5022 24.5
## 5023 24.1
## 5024 31.3
## 5025 31.5
## 5026 29.9
## 5027 30.2
## 5028 27.8
## 5029 15.6
## 5030 26.3
## 5031 24.8
## 5032 17.1
## 5033 20.3
## 5034 18.7
## 5035 28.8
## 5036 28.7
## 5037 24.6
## 5038 25.3
## 5039 29.7
## 5041 21.1
## 5042 26.9
## 5043 26.2
## 5044 26.3
## 5045 24.8
## 5046 25
## 5047 34.6
## 5048 42.7
## 5050 24.5
## 5051 19.3
## 5052 29.3
## 5053 22.1
## 5054 27.8
## 5055 24.7
## 5056 25.3
## 5057 41.2
## 5058 47.6
## 5059 23.4
## 5060 22.7
## 5061 29.7
## 5062 32.3
## 5063 36.9
## 5064 27.7
## 5065 24.3
## 5066 37.4
## 5067 25.1
## 5068 24.3
## 5069 24.3
## 5070 28.7
## 5071 16.8
## 5072 35.8
## 5073 40
## 5074 24.3
## 5075 25.6
## 5076 37.8
## 5077 23
## 5078 21
## 5079 15.5
## 5080 17.1
## 5081 28
## 5082 40.8
## 5083 37.5
## 5084 24.2
## 5085 26.9
## 5086 33.1
## 5087 21.8
## 5088 34.7
## 5089 30.2
## 5090 16.8
## 5091 21
## 5092 30.9
## 5093 38.9
## 5095 24.3
## 5096 17.4
## 5097 28.2
## 5098 40.8
## 5099 17.5
## 5101 28.3
## 5102 24.5
## 5103 21.7
## 5104 46.9
## 5105 18.6
## 5107 40
## 5108 30.6
## 5109 25.6
## 5110 26.2mydata1<-na.omit(mydata1)#categorical variables into factors
mydata1$HypertensionF <- factor(mydata1$Hypertension,
levels = c(0,1),
labels = c("No", "Yes"))
mydata1$Heart_diseaseF <- factor(mydata1$Heart_Disease,
levels = c(0,1),
labels= c("No", "Yes"))#convert the categorical variables into numerical
mydata1$Age <- as.integer(gsub(",","", mydata1$Age))
mydata1$Average_glucose_level <- as.integer(gsub(",","", mydata1$Average_glucose_level))
mydata1$Body_mass_index <- as.integer(gsub(",","", mydata1$Body_mass_index))
str(mydata1)## 'data.frame': 4909 obs. of 8 variables:
## $ Gender : chr "Male" "Male" "Female" "Female" ...
## $ Age : int 67 80 49 79 81 74 69 78 81 61 ...
## $ Hypertension : int 0 0 0 1 0 1 0 0 1 0 ...
## $ Heart_Disease : int 1 1 0 0 0 1 0 0 0 1 ...
## $ Average_glucose_level: int 228 105 171 174 186 70 94 58 80 120 ...
## $ Body_mass_index : int 36 32 34 24 29 27 22 24 29 36 ...
## $ HypertensionF : Factor w/ 2 levels "No","Yes": 1 1 1 2 1 2 1 1 2 1 ...
## $ Heart_diseaseF : Factor w/ 2 levels "No","Yes": 2 2 1 1 1 2 1 1 1 2 ...
## - attr(*, "na.action")= 'omit' Named int [1:201] 2 9 14 20 28 30 44 47 51 52 ...
## ..- attr(*, "names")= chr [1:201] "2" "9" "14" "20" ...library(dplyr)##
## Attaching package: 'dplyr'## The following objects are masked from 'package:stats':
##
## filter, lag## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, unionfilter(mydata1, Age != "0.08", Age != "0.16", Age != "0.24", Age != "0.32", Age != "0.4",Age != "0.48", Age != "0.56", Age != "0.64", Age != "0.72", Age != "0.8", Age != "0.88", Age != "1.08", Age != "1.16", Age != "1.24", Age != "1.32", Age != "1.4", Age != "1.48", Age != "1.56", Age != "1.64", Age != "1.72", Age != "1.8", Age != "1.88" )## Gender Age Hypertension Heart_Disease Average_glucose_level
## 1 Male 67 0 1 228
## 2 Male 80 0 1 105
## 3 Female 49 0 0 171
## 4 Female 79 1 0 174
## 5 Male 81 0 0 186
## 6 Male 74 1 1 70
## 7 Female 69 0 0 94
## 8 Female 78 0 0 58
## 9 Female 81 1 0 80
## 10 Female 61 0 1 120
## 11 Female 54 0 0 104
## 12 Female 79 0 1 214
## 13 Female 50 1 0 167
## 14 Male 64 0 1 191
## 15 Male 75 1 0 221
## 16 Female 60 0 0 89
## 17 Female 71 0 0 193
## 18 Female 52 1 0 233
## 19 Female 79 0 0 228
## 20 Male 82 0 1 208
## 21 Male 71 0 0 102
## 22 Male 80 0 0 104
## 23 Female 65 0 0 100
## 24 Male 69 0 1 195
## 25 Male 57 1 0 212
## 26 Male 42 0 0 83
## 27 Female 82 1 0 196
## 28 Male 80 0 1 252
## 29 Male 48 0 0 84
## 30 Female 82 1 1 84
## 31 Male 74 0 0 219
## 32 Female 72 1 0 74
## 33 Male 58 0 0 92
## 34 Female 49 0 0 60
## 35 Male 78 0 0 78
## 36 Male 54 0 0 71
## 37 Male 82 0 1 144
## 38 Male 60 1 0 213
## 39 Male 76 1 0 243
## 40 Female 58 0 0 107
## 41 Male 81 0 0 99
## 42 Female 39 1 0 58
## 43 Female 79 0 1 127
## 44 Female 77 1 0 124
## 45 Male 63 0 1 196
## 46 Female 82 0 0 59
## 47 Male 73 1 0 194
## 48 Female 54 1 0 180
## 49 Female 56 0 0 185
## 50 Female 80 1 0 74
## 51 Female 67 1 0 61
## 52 Female 45 0 0 93
## 53 Male 78 1 0 113
## 54 Female 70 0 0 221
## 55 Male 76 0 0 104
## 56 Male 59 0 0 86
## 57 Female 80 1 0 72
## 58 Female 67 1 0 179
## 59 Female 66 1 0 116
## 60 Male 63 0 0 228
## 61 Female 52 0 0 96
## 62 Female 80 0 1 66
## 63 Male 80 1 0 240
## 64 Female 79 0 0 110
## 65 Male 43 0 0 143
## 66 Male 59 0 0 96
## 67 Female 79 0 0 88
## 68 Female 68 1 0 79
## 69 Male 54 0 0 96
## 70 Male 61 0 1 111
## 71 Female 70 0 1 59
## 72 Male 47 0 0 86
## 73 Male 74 0 0 98
## 74 Female 79 0 1 226
## 75 Male 81 0 0 72
## 76 Female 57 0 0 68
## 77 Female 80 1 0 68
## 78 Male 45 0 0 64
## 79 Female 78 0 0 235
## 80 Female 70 0 0 76
## 81 Male 58 0 1 240
## 82 Male 57 1 0 78
## 83 Female 69 0 0 82
## 84 Male 64 0 1 74
## 85 Female 77 0 0 190
## 86 Female 74 0 0 231
## 87 Female 81 0 1 78
## 88 Female 57 0 0 110
## 89 Female 50 1 0 73
## 90 Female 54 0 0 191
## 91 Female 79 0 0 93
## 92 Female 53 0 0 64
## 93 Male 79 0 1 129
## 94 Male 80 0 1 68
## 95 Female 45 0 0 224
## 96 Female 68 0 0 82
## 97 Male 71 1 1 216
## 98 Male 61 1 0 76
## 99 Male 74 0 0 72
## 100 Female 38 0 0 82
## 101 Female 77 0 0 105
## 102 Female 58 0 0 59
## 103 Female 53 1 0 62
## 104 Male 80 0 0 259
## 105 Male 56 1 0 249
## 106 Female 72 0 0 131
## 107 Female 80 0 0 73
## 108 Male 82 0 0 200
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## 5 29 No No
## 6 27 Yes Yes
## 7 22 No No
## 8 24 No No
## 9 29 Yes No
## 10 36 No Yes
## 11 27 No No
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## 13 30 Yes No
## 14 37 No Yes
## 15 25 Yes No
## 16 37 No No
## 17 22 No No
## 18 48 Yes No
## 19 26 No No
## 20 32 No Yes
## 21 27 No No
## 22 23 No No
## 23 28 No No
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## 25 44 Yes No
## 26 25 No No
## 27 22 Yes No
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## 29 29 No No
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## 31 33 No No
## 32 23 Yes No
## 33 32 No No
## 34 29 No No
## 35 23 No No
## 36 28 No No
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## 39 33 Yes No
## 40 38 No No
## 41 33 No No
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## 44 31 Yes No
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## 53 24 Yes No
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## 58 28 Yes No
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## 61 26 No No
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## 69 29 No No
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## 238 26 No No
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## 241 25 No No
## 242 27 Yes No
## 243 16 No No
## 244 27 No No
## 245 31 No No
## 246 25 No No
## 247 30 No No
## 248 24 No No
## 249 23 No No
## 250 29 No No
## 251 18 No No
## 252 20 No No
## 253 19 No No
## 254 36 No No
## 255 27 No No
## 256 27 No No
## 257 28 No No
## 258 26 Yes No
## 259 33 No No
## 260 29 No No
## 261 28 No No
## 262 34 No No
## 263 25 No No
## 264 35 No No
## 265 26 No No
## 266 31 No No
## 267 40 No No
## 268 43 No No
## 269 36 No No
## 270 29 No No
## 271 21 No No
## 272 31 No No
## 273 21 No No
## 274 27 No No
## 275 34 Yes No
## 276 31 No Yes
## 277 27 No No
## 278 36 Yes No
## 279 38 No No
## 280 27 No No
## 281 25 No No
## 282 16 No No
## 283 22 No No
## 284 35 No No
## 285 24 No No
## 286 34 No No
## 287 40 Yes No
## 288 25 No No
## 289 21 No No
## 290 38 No No
## 291 26 No No
## 292 30 Yes No
## 293 25 No No
## 294 54 No No
## 295 29 No No
## 296 18 No No
## 297 27 No No
## 298 24 No Yes
## 299 25 No No
## 300 19 No No
## 301 29 No No
## 302 48 No No
## 303 34 No No
## 304 24 No No
## 305 25 No No
## 306 26 No No
## 307 29 No No
## 308 27 No No
## 309 20 No No
## 310 30 Yes Yes
## 311 37 No No
## 312 34 No No
## 313 23 No No
## 314 25 No No
## 315 39 Yes No
## 316 23 No No
## 317 23 No No
## 318 64 No No
## 319 28 No No
## 320 24 No No
## 321 29 No No
## 322 24 No No
## 323 35 No No
## 324 32 No No
## 325 43 No No
## 326 21 No No
## 327 47 No No
## 328 16 No No
## 329 37 No No
## 330 24 No No
## 331 31 No No
## 332 21 No No
## 333 31 No No
## 334 31 No No
## 335 15 No No
## 336 27 No No
## 337 20 No No
## 338 35 No No
## 339 16 No No
## 340 41 No No
## 341 41 Yes Yes
## 342 16 No No
## 343 17 No No
## 344 29 No No
## 345 27 Yes No
## 346 37 No No
## 347 44 No No
## 348 22 No No
## 349 33 No No
## 350 22 No No
## 351 26 No No
## 352 39 No No
## 353 28 No No
## 354 39 No No
## 355 36 Yes No
## 356 37 No No
## 357 40 No No
## 358 41 Yes No
## 359 17 No No
## 360 21 No No
## 361 41 No No
## 362 23 No No
## 363 23 No No
## 364 24 No Yes
## 365 39 No No
## 366 37 No No
## 367 31 No No
## 368 23 No No
## 369 18 No No
## 370 36 Yes No
## 371 36 No No
## 372 40 No No
## 373 25 No No
## 374 46 No No
## 375 16 No No
## 376 46 No No
## 377 26 No No
## 378 26 No No
## 379 35 No No
## 380 20 No No
## 381 36 No No
## 382 34 No No
## 383 22 No No
## 384 13 No No
## 385 40 Yes No
## 386 28 No No
## 387 31 No No
## 388 34 No No
## 389 54 No Yes
## 390 24 No No
## 391 36 No No
## 392 31 No No
## 393 31 No No
## 394 31 No No
## 395 18 No No
## 396 28 No No
## 397 29 Yes No
## 398 22 No No
## 399 29 No No
## 400 28 No No
## 401 26 No No
## 402 26 Yes No
## 403 23 No No
## 404 27 No No
## 405 36 No No
## 406 28 No No
## 407 31 No No
## 408 29 No Yes
## 409 15 No No
## 410 37 No No
## 411 30 No No
## 412 38 No No
## 413 23 No No
## 414 30 No Yes
## 415 45 Yes No
## 416 21 No No
## 417 24 No No
## 418 17 No No
## 419 19 No No
## 420 49 No No
## 421 27 No No
## 422 25 No No
## 423 26 No No
## 424 60 Yes No
## 425 27 Yes No
## 426 28 Yes No
## 427 27 No No
## 428 27 No No
## 429 22 No No
## 430 22 No No
## 431 26 No No
## 432 23 No No
## 433 32 No No
## 434 22 No No
## 435 22 No No
## 436 25 No No
## 437 31 No No
## 438 26 No Yes
## 439 20 No No
## 440 31 No No
## 441 31 No No
## 442 21 No No
## 443 24 No No
## 444 25 No No
## 445 36 No No
## 446 28 No No
## 447 29 No No
## 448 44 No No
## 449 51 No No
## 450 39 No No
## 451 34 No No
## 452 35 No No
## 453 21 No No
## 454 29 No No
## 455 23 No No
## 456 36 No No
## 457 41 No No
## 458 27 No No
## 459 33 No No
## 460 25 No No
## 461 30 Yes No
## 462 34 No No
## 463 19 No No
## 464 31 No No
## 465 35 No No
## 466 37 No No
## 467 29 No No
## 468 35 No No
## 469 23 No No
## 470 39 No No
## 471 40 No No
## 472 21 No No
## 473 40 No No
## 474 24 No No
## 475 21 No No
## 476 45 No No
## 477 26 No No
## 478 28 No No
## 479 41 No No
## 480 19 No No
## 481 32 No No
## 482 34 No No
## 483 39 No No
## 484 28 No No
## 485 31 Yes No
## 486 31 No No
## 487 20 No No
## 488 32 No No
## 489 31 No No
## 490 23 No No
## 491 26 No No
## 492 27 No No
## 493 27 No No
## 494 51 No No
## 495 20 No No
## 496 29 No No
## 497 30 No No
## 498 33 No No
## 499 71 No No
## 500 24 No No
## 501 17 No No
## 502 22 No No
## 503 28 No No
## 504 26 No No
## 505 28 No No
## 506 39 No No
## 507 35 No No
## 508 27 No No
## 509 19 No No
## 510 28 No No
## 511 26 No No
## 512 40 No No
## 513 17 No No
## 514 28 No No
## 515 16 No No
## 516 27 No Yes
## 517 16 No No
## 518 35 No No
## 519 16 No No
## 520 24 Yes No
## 521 32 No No
## 522 35 No No
## 523 19 No No
## 524 40 No No
## 525 30 No No
## 526 24 Yes No
## 527 26 No No
## 528 34 No No
## 529 31 No No
## 530 35 No No
## 531 22 No No
## 532 28 Yes No
## 533 35 No No
## 534 40 No No
## 535 29 No No
## 536 21 No No
## 537 20 No No
## 538 26 No No
## 539 18 No No
## 540 34 No Yes
## 541 27 No No
## 542 21 No No
## 543 24 No No
## 544 19 No No
## 545 42 No No
## 546 32 No No
## 547 26 No No
## 548 25 No No
## 549 23 Yes No
## 550 50 No No
## 551 26 No No
## 552 17 No No
## 553 24 No No
## 554 30 Yes No
## 555 23 No No
## 556 30 No No
## 557 23 No No
## 558 18 No No
## 559 27 No No
## 560 16 No No
## 561 31 No No
## 562 17 No No
## 563 29 No No
## 564 19 No No
## 565 29 No No
## 566 27 No No
## 567 22 No No
## 568 27 No No
## 569 42 No No
## 570 34 No No
## 571 40 No No
## 572 29 No No
## 573 32 No No
## 574 21 No No
## 575 39 No No
## 576 28 No No
## 577 47 No No
## 578 39 No No
## 579 28 No Yes
## 580 27 No No
## 581 31 No Yes
## 582 23 No No
## 583 20 No No
## 584 34 No No
## 585 30 No No
## 586 35 No No
## 587 34 No No
## 588 29 No No
## 589 26 No No
## 590 30 No No
## 591 29 No Yes
## 592 54 No No
## 593 23 No No
## 594 35 No No
## 595 27 No No
## 596 21 No No
## 597 29 No No
## 598 22 No Yes
## 599 17 No No
## 600 29 No No
## 601 36 No No
## 602 34 No No
## 603 28 No No
## 604 26 No No
## 605 22 No No
## 606 27 Yes No
## 607 40 No No
## 608 23 No No
## 609 25 Yes No
## 610 22 No No
## 611 28 No No
## 612 12 No No
## 613 28 No No
## 614 29 No No
## 615 36 No No
## 616 22 No No
## 617 55 No No
## 618 24 No No
## 619 26 No No
## 620 25 No No
## 621 35 Yes No
## 622 18 No No
## 623 26 No No
## 624 21 No No
## 625 55 No No
## 626 27 No No
## 627 20 No No
## 628 30 No No
## 629 21 No No
## 630 28 No No
## 631 36 No No
## 632 25 No No
## 633 21 No No
## 634 20 No No
## 635 31 No No
## 636 14 No No
## 637 23 No No
## 638 30 No No
## 639 19 No No
## 640 32 Yes No
## 641 34 Yes No
## 642 43 No No
## 643 42 No No
## 644 19 No No
## 645 41 No No
## 646 21 No No
## 647 24 No No
## 648 19 No No
## 649 25 No No
## 650 23 No No
## 651 20 No No
## 652 28 Yes No
## 653 30 No No
## 654 23 No No
## 655 16 No No
## 656 39 No No
## 657 33 No No
## 658 34 No No
## 659 25 No No
## 660 43 No No
## 661 27 No No
## 662 25 No No
## 663 22 No No
## 664 27 No No
## 665 25 Yes No
## 666 28 No No
## 667 57 Yes No
## 668 35 No No
## 669 19 No No
## 670 31 No No
## 671 43 No No
## 672 31 No No
## 673 23 No No
## 674 18 No No
## 675 24 No No
## 676 29 No No
## 677 37 No No
## 678 29 No No
## 679 38 No No
## 680 23 No No
## 681 16 No No
## 682 35 No No
## 683 35 No No
## 684 20 No No
## 685 32 No No
## 686 27 No No
## 687 22 No No
## 688 31 No No
## 689 29 No No
## 690 27 No No
## 691 24 No No
## 692 28 No No
## 693 24 No No
## 694 31 Yes No
## 695 32 No Yes
## 696 41 No No
## 697 30 No No
## 698 26 No No
## 699 30 No No
## 700 20 No No
## 701 44 Yes No
## 702 30 No No
## 703 17 No No
## 704 29 No No
## 705 27 No No
## 706 23 No No
## 707 31 No No
## 708 23 No No
## 709 28 Yes No
## 710 32 No No
## 711 54 No No
## 712 25 No No
## 713 41 No No
## 714 27 No No
## 715 21 No No
## 716 34 No No
## 717 29 No No
## 718 31 No No
## 719 26 No No
## 720 27 No No
## 721 26 No No
## 722 33 No No
## 723 40 No No
## 724 32 No No
## 725 23 No No
## 726 32 No No
## 727 23 No No
## 728 29 No No
## 729 24 No No
## 730 17 No No
## 731 26 No No
## 732 33 Yes No
## 733 17 No No
## 734 29 No No
## 735 21 No Yes
## 736 37 Yes No
## 737 41 No No
## 738 24 Yes No
## 739 31 No No
## 740 23 No No
## 741 25 No No
## 742 41 No No
## 743 22 No No
## 744 24 No No
## 745 20 No No
## 746 20 No No
## 747 27 No No
## 748 27 No No
## 749 26 No No
## 750 34 No No
## 751 35 No No
## 752 28 No No
## 753 32 No No
## 754 23 No No
## 755 52 No No
## 756 26 No No
## 757 20 No No
## 758 23 No No
## 759 32 No No
## 760 26 No No
## 761 27 No No
## 762 30 No No
## 763 27 No No
## 764 14 No No
## 765 40 No No
## 766 28 Yes No
## 767 23 No No
## 768 27 No No
## 769 25 No No
## 770 34 No No
## 771 36 Yes No
## 772 22 No No
## 773 27 No No
## 774 27 No No
## 775 27 No No
## 776 42 Yes No
## 777 26 No No
## 778 39 No No
## 779 34 Yes Yes
## 780 20 No No
## 781 34 No No
## 782 31 No No
## 783 17 No No
## 784 46 No No
## 785 28 No No
## 786 24 No No
## 787 22 No No
## 788 34 No No
## 789 21 No No
## 790 27 No No
## 791 36 Yes No
## 792 32 No No
## 793 24 No No
## 794 21 No No
## 795 33 No No
## 796 26 No No
## 797 24 No No
## 798 25 No No
## 799 34 Yes No
## 800 18 No No
## 801 43 No No
## 802 26 No No
## 803 36 No No
## 804 24 No No
## 805 27 No No
## 806 20 No No
## 807 30 No No
## 808 37 No No
## 809 35 No No
## 810 50 No No
## 811 31 No No
## 812 24 No No
## 813 38 No No
## 814 28 No No
## 815 27 No No
## 816 43 No No
## 817 27 No No
## 818 29 No No
## 819 34 Yes No
## 820 39 No No
## 821 26 No No
## 822 24 No No
## 823 29 No No
## 824 15 No No
## 825 31 No No
## 826 27 No No
## 827 35 No No
## 828 31 Yes No
## 829 33 No No
## 830 27 No No
## 831 31 No No
## 832 25 No No
## 833 27 No No
## 834 23 Yes No
## 835 24 No Yes
## 836 30 Yes Yes
## 837 29 No No
## 838 20 No No
## 839 21 No No
## 840 31 Yes No
## 841 41 No No
## 842 36 No No
## 843 30 Yes No
## 844 32 No No
## 845 32 No No
## 846 30 No Yes
## 847 34 No No
## 848 29 No No
## 849 31 No No
## 850 35 No No
## 851 35 No No
## 852 27 No No
## 853 35 No No
## 854 28 No No
## 855 31 No No
## 856 23 No No
## 857 28 No No
## 858 19 No No
## 859 30 No No
## 860 25 No No
## 861 28 No No
## 862 40 No No
## 863 32 No No
## 864 22 No No
## 865 36 No No
## 866 19 No No
## 867 12 No No
## 868 32 No Yes
## 869 24 No No
## 870 16 No No
## 871 35 No No
## 872 23 No No
## 873 78 Yes No
## 874 30 No Yes
## 875 26 No No
## 876 35 No No
## 877 27 No No
## 878 22 No No
## 879 38 No No
## 880 41 No No
## 881 22 No No
## 882 30 No No
## 883 20 No No
## 884 31 No No
## 885 30 No No
## 886 30 No Yes
## 887 42 No No
## 888 37 Yes No
## 889 34 No No
## 890 43 No No
## 891 18 No No
## 892 34 No No
## 893 23 No No
## 894 41 No No
## 895 15 No No
## 896 20 No No
## 897 18 No No
## 898 26 No No
## 899 30 No No
## 900 32 No No
## 901 15 No No
## 902 33 No No
## 903 23 No No
## 904 43 No No
## 905 19 No No
## 906 26 No No
## 907 17 No No
## 908 32 Yes No
## 909 30 No No
## 910 29 No No
## 911 32 No No
## 912 22 No No
## 913 28 Yes Yes
## 914 35 No Yes
## 915 22 No No
## 916 32 No No
## 917 18 No No
## 918 42 No No
## 919 38 No No
## 920 22 No No
## 921 33 No No
## 922 23 No No
## 923 18 No No
## 924 20 No No
## 925 19 No No
## 926 28 No No
## 927 28 No No
## 928 22 No No
## 929 18 No No
## 930 21 No No
## 931 27 No No
## 932 27 No No
## 933 32 Yes Yes
## 934 24 No No
## 935 27 No Yes
## 936 24 No No
## 937 24 No No
## 938 18 No No
## 939 16 No No
## 940 31 No No
## 941 21 No No
## 942 20 No No
## 943 29 Yes No
## 944 32 No No
## 945 29 No Yes
## 946 50 No No
## 947 44 No No
## 948 28 No No
## 949 19 No No
## 950 45 No No
## 951 22 No No
## 952 25 No No
## 953 31 No No
## 954 31 No No
## 955 31 No No
## 956 29 Yes No
## 957 23 No No
## 958 30 No No
## 959 44 No No
## 960 33 No No
## 961 25 No No
## 962 28 No No
## 963 26 No No
## 964 27 No No
## 965 36 No No
## 966 22 No No
## 967 38 No No
## 968 30 No No
## 969 26 No No
## 970 26 No No
## 971 32 No No
## 972 27 No No
## 973 25 No No
## 974 31 Yes No
## 975 18 No No
## 976 30 No No
## 977 28 No No
## 978 35 No No
## 979 35 No No
## 980 27 No No
## 981 23 No No
## 982 25 No No
## 983 24 No No
## 984 30 No No
## 985 26 No No
## 986 27 No No
## 987 30 No No
## 988 21 No No
## 989 29 No No
## 990 17 No No
## 991 29 No Yes
## 992 28 No No
## 993 26 No No
## 994 26 No No
## 995 36 No No
## 996 25 No No
## 997 40 No No
## 998 31 No No
## 999 23 No No
## 1000 37 No No
## 1001 39 Yes No
## 1002 35 No No
## 1003 21 No No
## 1004 53 No No
## 1005 34 Yes Yes
## 1006 24 No No
## 1007 29 No No
## 1008 26 No No
## 1009 31 No No
## 1010 31 Yes Yes
## 1011 26 No No
## 1012 16 No No
## 1013 21 No No
## 1014 42 No No
## 1015 27 No No
## 1016 23 No No
## 1017 18 No No
## 1018 44 Yes No
## 1019 27 No No
## 1020 55 Yes No
## 1021 44 No No
## 1022 33 No No
## 1023 30 No No
## 1024 40 No No
## 1025 23 No No
## 1026 30 No No
## 1027 30 No No
## 1028 22 No No
## 1029 42 No No
## 1030 29 No No
## 1031 24 No No
## 1032 36 No No
## 1033 22 No No
## 1034 25 No No
## 1035 34 No No
## 1036 16 No No
## 1037 25 No No
## 1038 23 No No
## 1039 41 No No
## 1040 35 No No
## 1041 22 No No
## 1042 26 No No
## 1043 31 No No
## 1044 19 No No
## 1045 31 No No
## 1046 34 No No
## 1047 33 No No
## 1048 21 No No
## 1049 25 No No
## 1050 41 No No
## 1051 33 No No
## 1052 21 No No
## 1053 30 No No
## 1054 35 No No
## 1055 35 Yes No
## 1056 27 Yes No
## 1057 29 No No
## 1058 37 No No
## 1059 26 No No
## 1060 21 No No
## 1061 22 No No
## 1062 30 No No
## 1063 18 No No
## 1064 27 No No
## 1065 23 Yes No
## 1066 41 No No
## 1067 22 No No
## 1068 29 No No
## 1069 42 No No
## 1070 24 No No
## 1071 45 No No
## 1072 19 No No
## 1073 28 No No
## 1074 20 No No
## 1075 27 No No
## 1076 26 No No
## 1077 17 No No
## 1078 42 No No
## 1079 29 No No
## 1080 21 No No
## 1081 29 No No
## 1082 24 No No
## 1083 35 No No
## 1084 18 No No
## 1085 17 No No
## 1086 31 No No
## 1087 29 No No
## 1088 27 No No
## 1089 28 No No
## 1090 28 No No
## 1091 25 Yes No
## 1092 24 No No
## 1093 37 No No
## 1094 28 No No
## 1095 18 No No
## 1096 23 No No
## 1097 39 No No
## 1098 29 No No
## 1099 18 No No
## 1100 28 No No
## 1101 32 Yes No
## 1102 26 No No
## 1103 20 No No
## 1104 17 No No
## 1105 43 No No
## 1106 41 Yes No
## 1107 26 No No
## 1108 31 No No
## 1109 27 No No
## 1110 25 No No
## 1111 33 No No
## 1112 30 No No
## 1113 42 No No
## 1114 14 No No
## 1115 33 No No
## 1116 43 No No
## 1117 22 No No
## 1118 32 No No
## 1119 30 No No
## 1120 36 No No
## 1121 26 No No
## 1122 20 No No
## 1123 28 No No
## 1124 16 No No
## 1125 30 No No
## 1126 31 No No
## 1127 26 Yes No
## 1128 37 Yes Yes
## 1129 35 No No
## 1130 27 No No
## 1131 20 No No
## 1132 22 No Yes
## 1133 41 No No
## 1134 33 No No
## 1135 21 No No
## 1136 22 No Yes
## 1137 30 Yes No
## 1138 38 No No
## 1139 32 No No
## 1140 41 No No
## 1141 20 No No
## 1142 22 No No
## 1143 24 No No
## 1144 23 No No
## 1145 29 No No
## 1146 22 No No
## 1147 31 No No
## 1148 19 No No
## 1149 22 No No
## 1150 31 No No
## 1151 29 Yes No
## 1152 43 No No
## 1153 26 No No
## 1154 29 No No
## 1155 21 No No
## 1156 23 No No
## 1157 23 No No
## 1158 21 No No
## 1159 14 No No
## 1160 28 No No
## 1161 29 No No
## 1162 26 Yes No
## 1163 29 No No
## 1164 28 No No
## 1165 25 No No
## 1166 30 No No
## 1167 23 No No
## 1168 22 No No
## 1169 31 No No
## 1170 35 No No
## 1171 23 No No
## 1172 31 No No
## 1173 24 No No
## 1174 25 No No
## 1175 48 No No
## 1176 43 Yes No
## 1177 27 No No
## 1178 21 No No
## 1179 22 No No
## 1180 31 Yes No
## 1181 20 No No
## 1182 29 No No
## 1183 22 No No
## 1184 25 No No
## 1185 33 Yes No
## 1186 15 No No
## 1187 20 No No
## 1188 19 No No
## 1189 39 No No
## 1190 23 No No
## 1191 18 No No
## 1192 50 No No
## 1193 36 No No
## 1194 32 No No
## 1195 35 No No
## 1196 26 No No
## 1197 26 No No
## 1198 26 No No
## 1199 43 No No
## 1200 24 No No
## 1201 46 No No
## 1202 49 No No
## 1203 43 No No
## 1204 30 No No
## 1205 38 No No
## 1206 28 No No
## 1207 30 No No
## 1208 30 No No
## 1209 33 No No
## 1210 28 No No
## 1211 24 No No
## 1212 17 No No
## 1213 27 No No
## 1214 19 No No
## 1215 18 No No
## 1216 32 No Yes
## 1217 44 Yes Yes
## 1218 37 No No
## 1219 30 No No
## 1220 24 No Yes
## 1221 18 No No
## 1222 44 No No
## 1223 27 No No
## 1224 45 No No
## 1225 28 No No
## 1226 17 No No
## 1227 27 Yes No
## 1228 32 No No
## 1229 29 No No
## 1230 36 No No
## 1231 26 No No
## 1232 35 No No
## 1233 18 No No
## 1234 27 No No
## 1235 23 No No
## 1236 55 No No
## 1237 26 No No
## 1238 24 No No
## 1239 30 No No
## 1240 32 No Yes
## 1241 26 No No
## 1242 30 No No
## 1243 25 No No
## 1244 41 No No
## 1245 29 No No
## 1246 44 Yes No
## 1247 29 No No
## 1248 17 No No
## 1249 31 No Yes
## 1250 32 No Yes
## 1251 26 No Yes
## 1252 25 No No
## 1253 54 Yes No
## 1254 27 No No
## 1255 32 Yes No
## 1256 34 No No
## 1257 25 No No
## 1258 35 No No
## 1259 28 No No
## 1260 36 No No
## 1261 22 No No
## 1262 31 No No
## 1263 26 No Yes
## 1264 24 No No
## 1265 32 No No
## 1266 32 No No
## 1267 30 No No
## 1268 28 No No
## 1269 24 No Yes
## 1270 25 No No
## 1271 24 No No
## 1272 34 Yes No
## 1273 39 No No
## 1274 24 No No
## 1275 28 No No
## 1276 27 No No
## 1277 33 No No
## 1278 27 No No
## 1279 20 Yes No
## 1280 33 No No
## 1281 28 No No
## 1282 32 No No
## 1283 19 No No
## 1284 33 No No
## 1285 35 No No
## 1286 20 No No
## 1287 16 No No
## 1288 36 No No
## 1289 28 No No
## 1290 26 No No
## 1291 29 No No
## 1292 17 No No
## 1293 26 No Yes
## 1294 19 No No
## 1295 30 No No
## 1296 31 No No
## 1297 26 No No
## 1298 19 No No
## 1299 18 No No
## 1300 26 No No
## 1301 25 No No
## 1302 31 No No
## 1303 21 No No
## 1304 17 No No
## 1305 27 No No
## 1306 37 No No
## 1307 24 No No
## 1308 18 No No
## 1309 31 No No
## 1310 26 No No
## 1311 38 No No
## 1312 27 Yes Yes
## 1313 27 No No
## 1314 28 No No
## 1315 27 No No
## 1316 43 No No
## 1317 20 No No
## 1318 25 No No
## 1319 25 No No
## 1320 16 No No
## 1321 29 No No
## 1322 28 No No
## 1323 26 No No
## 1324 27 No No
## 1325 38 No No
## 1326 26 No No
## 1327 36 No No
## 1328 26 No No
## 1329 27 No No
## 1330 21 No No
## 1331 21 No No
## 1332 37 No No
## 1333 26 No No
## 1334 28 No No
## 1335 29 No No
## 1336 17 No No
## 1337 34 Yes No
## 1338 28 No No
## 1339 36 No No
## 1340 33 Yes No
## 1341 29 No Yes
## 1342 34 No Yes
## 1343 33 No No
## 1344 28 No No
## 1345 21 No No
## 1346 38 No No
## 1347 27 No No
## 1348 35 No No
## 1349 27 No No
## 1350 20 No No
## 1351 35 Yes No
## 1352 15 No No
## 1353 43 No No
## 1354 17 No No
## 1355 25 No No
## 1356 20 No No
## 1357 19 No No
## 1358 24 No No
## 1359 18 No No
## 1360 35 No No
## 1361 35 No No
## 1362 37 No Yes
## 1363 29 No No
## 1364 31 No No
## 1365 31 No No
## 1366 33 No No
## 1367 28 No No
## 1368 24 No No
## 1369 18 No No
## 1370 27 No No
## 1371 16 No No
## 1372 16 No No
## 1373 35 No No
## 1374 28 No No
## 1375 17 No No
## 1376 21 No No
## 1377 19 No No
## 1378 37 No No
## 1379 35 No No
## 1380 25 No No
## 1381 30 No No
## 1382 21 No No
## 1383 45 No No
## 1384 34 Yes No
## 1385 19 No No
## 1386 32 No No
## 1387 26 No No
## 1388 32 No No
## 1389 19 No No
## 1390 31 No No
## 1391 21 No No
## 1392 20 No No
## 1393 21 No No
## 1394 40 No No
## 1395 30 Yes No
## 1396 40 Yes No
## 1397 34 No No
## 1398 25 No No
## 1399 23 No No
## 1400 34 No No
## 1401 34 No No
## 1402 26 No No
## 1403 22 No No
## 1404 33 No No
## 1405 37 No No
## 1406 20 No No
## 1407 19 No No
## 1408 34 Yes No
## 1409 16 No No
## 1410 28 Yes Yes
## 1411 17 No No
## 1412 41 No No
## 1413 25 Yes No
## 1414 27 Yes No
## 1415 21 No No
## 1416 15 No No
## 1417 29 No No
## 1418 30 No No
## 1419 34 No No
## 1420 30 No No
## 1421 36 No No
## 1422 21 No No
## 1423 33 No No
## 1424 50 No No
## 1425 22 No No
## 1426 27 No No
## 1427 28 No No
## 1428 31 No Yes
## 1429 24 No No
## 1430 32 No No
## 1431 26 No No
## 1432 24 No No
## 1433 30 No Yes
## 1434 25 No No
## 1435 32 No No
## 1436 24 No No
## 1437 20 No No
## 1438 29 Yes No
## 1439 24 No No
## 1440 22 No No
## 1441 20 No No
## 1442 36 No No
## 1443 32 No No
## 1444 34 No No
## 1445 30 No No
## 1446 29 No No
## 1447 36 No No
## 1448 34 No Yes
## 1449 37 No Yes
## 1450 47 No No
## 1451 24 No No
## 1452 30 Yes No
## 1453 52 No No
## 1454 38 No No
## 1455 32 No No
## 1456 42 No No
## 1457 25 No No
## 1458 24 No No
## 1459 35 No No
## 1460 31 No No
## 1461 26 No No
## 1462 30 No No
## 1463 40 Yes No
## 1464 25 No No
## 1465 28 No No
## 1466 30 No Yes
## 1467 15 No No
## 1468 36 No No
## 1469 34 No No
## 1470 23 No No
## 1471 35 No No
## 1472 38 No No
## 1473 40 Yes No
## 1474 18 No No
## 1475 29 No No
## 1476 20 No No
## 1477 28 No No
## 1478 66 No No
## 1479 26 No No
## 1480 34 Yes Yes
## 1481 34 Yes No
## 1482 30 No No
## 1483 55 No No
## 1484 18 No No
## 1485 29 No Yes
## 1486 22 No No
## 1487 28 No No
## 1488 34 No No
## 1489 20 No No
## 1490 25 No No
## 1491 18 No No
## 1492 25 No No
## 1493 34 No No
## 1494 48 No No
## 1495 25 No No
## 1496 32 Yes No
## 1497 42 No No
## 1498 19 No No
## 1499 27 No No
## 1500 25 No No
## 1501 29 No No
## 1502 32 No No
## 1503 55 No No
## 1504 25 No No
## 1505 24 No No
## 1506 17 No No
## 1507 20 Yes No
## 1508 23 No No
## 1509 22 No No
## 1510 26 No No
## 1511 25 No No
## 1512 25 No No
## 1513 25 No No
## 1514 57 No No
## 1515 20 No No
## 1516 27 No No
## 1517 23 No No
## 1518 14 No No
## 1519 23 No No
## 1520 23 No No
## 1521 22 No No
## 1522 30 No No
## 1523 28 No No
## 1524 41 No No
## 1525 34 Yes No
## 1526 25 No No
## 1527 10 No No
## 1528 31 No No
## 1529 31 No Yes
## 1530 23 No No
## 1531 25 No No
## 1532 14 No No
## 1533 35 No No
## 1534 26 No No
## 1535 33 Yes No
## 1536 22 No No
## 1537 20 No No
## 1538 30 No No
## 1539 44 No No
## 1540 16 No No
## 1541 28 No No
## 1542 26 No No
## 1543 39 No No
## 1544 15 No No
## 1545 34 Yes No
## 1546 29 No Yes
## 1547 23 No No
## 1548 18 No No
## 1549 28 No No
## 1550 18 No No
## 1551 18 No No
## 1552 24 No No
## 1553 25 No No
## 1554 25 No No
## 1555 39 No No
## 1556 28 No No
## 1557 37 No No
## 1558 49 No No
## 1559 34 No No
## 1560 29 No No
## 1561 37 No No
## 1562 19 No No
## 1563 26 No No
## 1564 21 No No
## 1565 31 No No
## 1566 29 No No
## 1567 28 No No
## 1568 35 No Yes
## 1569 40 No No
## 1570 39 No No
## 1571 31 No No
## 1572 28 Yes No
## 1573 28 No No
## 1574 56 No No
## 1575 28 No No
## 1576 35 No No
## 1577 32 No No
## 1578 35 No No
## 1579 25 No No
## 1580 16 No No
## 1581 27 No No
## 1582 16 No No
## 1583 21 No No
## 1584 32 No No
## 1585 23 No No
## 1586 19 No No
## 1587 33 Yes No
## 1588 28 No No
## 1589 38 No No
## 1590 23 No No
## 1591 33 Yes No
## 1592 26 No No
## 1593 32 No No
## 1594 28 No No
## 1595 21 No No
## 1596 44 No No
## 1597 21 No No
## 1598 37 No No
## 1599 44 No No
## 1600 21 No No
## 1601 32 No No
## 1602 35 No No
## 1603 19 No No
## 1604 31 No No
## 1605 35 No No
## 1606 25 No No
## 1607 32 No No
## 1608 35 No No
## 1609 41 No No
## 1610 27 No No
## 1611 27 No No
## 1612 13 No No
## 1613 17 No No
## 1614 20 No No
## 1615 40 No No
## 1616 38 No No
## 1617 30 No No
## 1618 33 No No
## 1619 17 No No
## 1620 28 No No
## 1621 24 No No
## 1622 32 Yes No
## 1623 28 No No
## 1624 20 No No
## 1625 33 No No
## 1626 43 No No
## 1627 22 No No
## 1628 29 No No
## 1629 29 No No
## 1630 22 No No
## 1631 16 No No
## 1632 33 No No
## 1633 22 No No
## 1634 25 No No
## 1635 22 No No
## 1636 27 No No
## 1637 23 No No
## 1638 32 No No
## 1639 29 No No
## 1640 28 No No
## 1641 37 No No
## 1642 22 No No
## 1643 26 No No
## 1644 24 No No
## 1645 41 Yes Yes
## 1646 26 No No
## 1647 27 No No
## 1648 41 Yes No
## 1649 34 No No
## 1650 19 No No
## 1651 25 No No
## 1652 18 No No
## 1653 43 No No
## 1654 28 Yes No
## 1655 34 No No
## 1656 25 Yes No
## 1657 39 No No
## 1658 20 No No
## 1659 28 No No
## 1660 31 Yes Yes
## 1661 21 No No
## 1662 26 No No
## 1663 26 No No
## 1664 22 No No
## 1665 24 No No
## 1666 31 No No
## 1667 36 No No
## 1668 25 No No
## 1669 32 No No
## 1670 39 No No
## 1671 18 No No
## 1672 30 No No
## 1673 16 No No
## 1674 20 No No
## 1675 28 No Yes
## 1676 29 No No
## 1677 24 No No
## 1678 29 No No
## 1679 25 No No
## 1680 23 No No
## 1681 20 Yes No
## 1682 33 Yes No
## 1683 22 No No
## 1684 29 Yes No
## 1685 30 Yes No
## 1686 37 No No
## 1687 51 No No
## 1688 16 No No
## 1689 29 No No
## 1690 27 No Yes
## 1691 27 No No
## 1692 33 No No
## 1693 27 No No
## 1694 22 No No
## 1695 32 Yes No
## 1696 18 No No
## 1697 30 No No
## 1698 31 No No
## 1699 20 No No
## 1700 23 No No
## 1701 30 No No
## 1702 22 No No
## 1703 42 No No
## 1704 22 No No
## 1705 28 No No
## 1706 32 No No
## 1707 24 No No
## 1708 23 No No
## 1709 34 Yes No
## 1710 29 No No
## 1711 29 No No
## 1712 23 No No
## 1713 17 No No
## 1714 21 No No
## 1715 34 No Yes
## 1716 19 No No
## 1717 24 No No
## 1718 16 Yes No
## 1719 32 No No
## 1720 23 No No
## 1721 27 No No
## 1722 25 Yes No
## 1723 34 No No
## 1724 24 No No
## 1725 26 No No
## 1726 43 No No
## 1727 39 No No
## 1728 15 No No
## 1729 41 No No
## 1730 20 No No
## 1731 39 No No
## 1732 28 Yes No
## 1733 27 No No
## 1734 33 No No
## 1735 20 No No
## 1736 34 No No
## 1737 20 No No
## 1738 24 No No
## 1739 39 No Yes
## 1740 29 No No
## 1741 24 Yes No
## 1742 32 No No
## 1743 25 No No
## 1744 39 Yes No
## 1745 29 No No
## 1746 31 No No
## 1747 26 No No
## 1748 20 No No
## 1749 26 No No
## 1750 23 No No
## 1751 18 No No
## 1752 26 No No
## 1753 22 No No
## 1754 30 No No
## 1755 29 No No
## 1756 24 No No
## 1757 36 No No
## 1758 31 No No
## 1759 32 No No
## 1760 31 No No
## 1761 35 No No
## 1762 35 No No
## 1763 28 No No
## 1764 24 Yes Yes
## 1765 35 No No
## 1766 30 No No
## 1767 33 No No
## 1768 27 No No
## 1769 23 No No
## 1770 17 No No
## 1771 31 No No
## 1772 23 Yes No
## 1773 29 No No
## 1774 45 No No
## 1775 25 No No
## 1776 27 Yes Yes
## 1777 25 No No
## 1778 18 No No
## 1779 21 No No
## 1780 28 Yes No
## 1781 23 No No
## 1782 36 No No
## 1783 29 No No
## 1784 27 No No
## 1785 36 No No
## 1786 20 No No
## 1787 19 No No
## 1788 29 No No
## 1789 27 No No
## 1790 38 No No
## 1791 24 No No
## 1792 37 No No
## 1793 29 No No
## 1794 35 No Yes
## 1795 34 No No
## 1796 34 No No
## 1797 21 No No
## 1798 57 No No
## 1799 22 No No
## 1800 20 No No
## 1801 26 No No
## 1802 23 No No
## 1803 29 No No
## 1804 39 Yes No
## 1805 21 No No
## 1806 20 No No
## 1807 30 No No
## 1808 33 No No
## 1809 17 No No
## 1810 21 No No
## 1811 22 No No
## 1812 28 No No
## 1813 26 No No
## 1814 41 Yes No
## 1815 16 No No
## 1816 29 No No
## 1817 23 No No
## 1818 27 No Yes
## 1819 31 No No
## 1820 28 No No
## 1821 30 No No
## 1822 36 No No
## 1823 32 No No
## 1824 26 No No
## 1825 20 No No
## 1826 18 No No
## 1827 33 No No
## 1828 14 No No
## 1829 23 No No
## 1830 23 No No
## 1831 36 No No
## 1832 35 No No
## 1833 21 No No
## 1834 34 No No
## 1835 20 No No
## 1836 25 No No
## 1837 22 No No
## 1838 27 No No
## 1839 28 No No
## 1840 30 No No
## 1841 36 No No
## 1842 27 No No
## 1843 44 No No
## 1844 28 No No
## 1845 35 No No
## 1846 20 No No
## 1847 26 No No
## 1848 25 No No
## 1849 22 No No
## 1850 27 No No
## 1851 27 No Yes
## 1852 41 No Yes
## 1853 38 Yes No
## 1854 18 No No
## 1855 19 No No
## 1856 17 No No
## 1857 20 No No
## 1858 23 No No
## 1859 24 No No
## 1860 23 No No
## 1861 22 No No
## 1862 29 No No
## 1863 20 No No
## 1864 28 No No
## 1865 26 No No
## 1866 29 No No
## 1867 30 No No
## 1868 32 No No
## 1869 21 Yes No
## 1870 35 No No
## 1871 25 No No
## 1872 32 Yes No
## 1873 21 No No
## 1874 31 No No
## 1875 20 No No
## 1876 34 No No
## 1877 28 No No
## 1878 16 No No
## 1879 24 No No
## 1880 24 No No
## 1881 30 No Yes
## 1882 23 No No
## 1883 33 No No
## 1884 24 No No
## 1885 48 No No
## 1886 31 No No
## 1887 18 No No
## 1888 24 No No
## 1889 34 No Yes
## 1890 25 No No
## 1891 33 Yes No
## 1892 22 No No
## 1893 26 No No
## 1894 29 No No
## 1895 18 No No
## 1896 21 No No
## 1897 45 No No
## 1898 34 No No
## 1899 32 No No
## 1900 38 No No
## 1901 26 No No
## 1902 22 No No
## 1903 27 No No
## 1904 20 No No
## 1905 25 No No
## 1906 17 No No
## 1907 23 No No
## 1908 16 No No
## 1909 20 No No
## 1910 33 No No
## 1911 20 No No
## 1912 49 Yes No
## 1913 26 No No
## 1914 30 Yes No
## 1915 25 No No
## 1916 32 No No
## 1917 26 No No
## 1918 21 No No
## 1919 24 No No
## 1920 20 No No
## 1921 30 No No
## 1922 39 No No
## 1923 27 No No
## 1924 29 No No
## 1925 30 No No
## 1926 37 No No
## 1927 30 No No
## 1928 24 No No
## 1929 25 No No
## 1930 22 No No
## 1931 17 No No
## 1932 29 No No
## 1933 32 No No
## 1934 28 No No
## 1935 19 No No
## 1936 38 No No
## 1937 20 No No
## 1938 21 No No
## 1939 43 No No
## 1940 18 No No
## 1941 28 No No
## 1942 26 No No
## 1943 35 No No
## 1944 30 No No
## 1945 18 No No
## 1946 22 No No
## 1947 25 No No
## 1948 24 No No
## 1949 20 No No
## 1950 24 No No
## 1951 24 No No
## 1952 42 No No
## 1953 23 Yes No
## 1954 42 Yes No
## 1955 42 No No
## 1956 26 No No
## 1957 22 No No
## 1958 42 No No
## 1959 28 No No
## 1960 23 No No
## 1961 32 No No
## 1962 49 No No
## 1963 23 No No
## 1964 31 No No
## 1965 34 No No
## 1966 54 Yes No
## 1967 26 No No
## 1968 21 No No
## 1969 19 No No
## 1970 42 No No
## 1971 16 No No
## 1972 28 No No
## 1973 26 No No
## 1974 17 No No
## 1975 23 No No
## 1976 56 No No
## 1977 25 No Yes
## 1978 35 Yes No
## 1979 36 No No
## 1980 30 No No
## 1981 43 Yes Yes
## 1982 26 No No
## 1983 28 Yes No
## 1984 42 No No
## 1985 38 No No
## 1986 32 No No
## 1987 28 No No
## 1988 38 No No
## 1989 30 No No
## 1990 31 No No
## 1991 28 No No
## 1992 26 No No
## 1993 20 No No
## 1994 34 No No
## 1995 32 No No
## 1996 30 No No
## 1997 29 Yes Yes
## 1998 39 Yes No
## 1999 26 No No
## 2000 27 Yes No
## 2001 41 No No
## 2002 20 No Yes
## 2003 41 Yes No
## 2004 31 No No
## 2005 24 No No
## 2006 23 No No
## 2007 24 No No
## 2008 19 No No
## 2009 37 No No
## 2010 31 Yes No
## 2011 33 No No
## 2012 26 No No
## 2013 27 No No
## 2014 40 No Yes
## 2015 19 No No
## 2016 26 No No
## 2017 26 No No
## 2018 38 No No
## 2019 21 No No
## 2020 97 Yes No
## 2021 40 Yes No
## 2022 27 No No
## 2023 20 No No
## 2024 29 No Yes
## 2025 17 No No
## 2026 38 No No
## 2027 26 No No
## 2028 53 No No
## 2029 22 No No
## 2030 24 No No
## 2031 33 No No
## 2032 34 No No
## 2033 17 No No
## 2034 19 No No
## 2035 31 No No
## 2036 28 No No
## 2037 32 No No
## 2038 17 No No
## 2039 20 No No
## 2040 23 No No
## 2041 39 No No
## 2042 21 No No
## 2043 24 No No
## 2044 15 No No
## 2045 32 No No
## 2046 16 No No
## 2047 34 No No
## 2048 43 No No
## 2049 19 No No
## 2050 36 No No
## 2051 33 No No
## 2052 38 No No
## 2053 28 Yes No
## 2054 23 No No
## 2055 16 No No
## 2056 42 No No
## 2057 17 No No
## 2058 27 No No
## 2059 30 No No
## 2060 33 No No
## 2061 20 No No
## 2062 19 No No
## 2063 21 No No
## 2064 28 No No
## 2065 34 Yes No
## 2066 43 No No
## 2067 13 No No
## 2068 33 No No
## 2069 18 No No
## 2070 27 No No
## 2071 21 No No
## 2072 35 No No
## 2073 23 No No
## 2074 30 No No
## 2075 32 No No
## 2076 25 No No
## 2077 30 No Yes
## 2078 24 No No
## 2079 11 No No
## 2080 30 No Yes
## 2081 33 Yes No
## 2082 26 Yes No
## 2083 17 No No
## 2084 22 No No
## 2085 18 No No
## 2086 22 No No
## 2087 25 No No
## 2088 37 No No
## 2089 39 Yes No
## 2090 28 No No
## 2091 41 No No
## 2092 25 No Yes
## 2093 28 No Yes
## 2094 41 No No
## 2095 28 No Yes
## 2096 31 No No
## 2097 28 No No
## 2098 23 No No
## 2099 44 No No
## 2100 27 Yes No
## 2101 35 No No
## 2102 37 No No
## 2103 27 No No
## 2104 23 No No
## 2105 25 No No
## 2106 22 No No
## 2107 19 No No
## 2108 38 No No
## 2109 23 No No
## 2110 29 No No
## 2111 28 No Yes
## 2112 14 No No
## 2113 28 No No
## 2114 31 No No
## 2115 32 No No
## 2116 22 No No
## 2117 26 No No
## 2118 26 Yes No
## 2119 37 Yes No
## 2120 18 No No
## 2121 23 Yes No
## 2122 49 No No
## 2123 23 No No
## 2124 20 No No
## 2125 40 No No
## 2126 23 No No
## 2127 34 No No
## 2128 32 No No
## 2129 28 No No
## 2130 24 No No
## 2131 24 No No
## 2132 23 No No
## 2133 23 No No
## 2134 39 No No
## 2135 20 No No
## 2136 25 No No
## 2137 23 No No
## 2138 28 No No
## 2139 15 No No
## 2140 28 No Yes
## 2141 26 No No
## 2142 41 No No
## 2143 32 No No
## 2144 25 No No
## 2145 33 No Yes
## 2146 35 No No
## 2147 27 No No
## 2148 16 No No
## 2149 31 No No
## 2150 29 No No
## 2151 25 No No
## 2152 32 No No
## 2153 30 No No
## 2154 45 No No
## 2155 25 No No
## 2156 36 No No
## 2157 18 No No
## 2158 27 No No
## 2159 31 No No
## 2160 37 No No
## 2161 23 No No
## 2162 35 No No
## 2163 27 No No
## 2164 29 No No
## 2165 23 No No
## 2166 48 No No
## 2167 31 No No
## 2168 20 No No
## 2169 29 No No
## 2170 24 No No
## 2171 45 No No
## 2172 29 No Yes
## 2173 49 Yes No
## 2174 29 No No
## 2175 29 Yes No
## 2176 38 No No
## 2177 23 No No
## 2178 48 No No
## 2179 19 No No
## 2180 20 No No
## 2181 33 No No
## 2182 36 No No
## 2183 24 Yes No
## 2184 38 No No
## 2185 44 Yes No
## 2186 33 No No
## 2187 32 No No
## 2188 15 No No
## 2189 21 No No
## 2190 30 No No
## 2191 33 No No
## 2192 18 No No
## 2193 18 No No
## 2194 38 No No
## 2195 36 No No
## 2196 20 No No
## 2197 48 No No
## 2198 18 No No
## 2199 17 No No
## 2200 31 No No
## 2201 33 No No
## 2202 24 No No
## 2203 28 No No
## 2204 40 No No
## 2205 35 No No
## 2206 31 Yes No
## 2207 37 Yes No
## 2208 38 No No
## 2209 28 No No
## 2210 29 No No
## 2211 31 No No
## 2212 24 No No
## 2213 18 No No
## 2214 39 No No
## 2215 15 No No
## 2216 53 No No
## 2217 32 No No
## 2218 42 No Yes
## 2219 18 No No
## 2220 31 No No
## 2221 33 No No
## 2222 24 Yes No
## 2223 33 No No
## 2224 35 No No
## 2225 22 No No
## 2226 33 No No
## 2227 29 No No
## 2228 25 No No
## 2229 20 No No
## 2230 22 No No
## 2231 17 No No
## 2232 22 No No
## 2233 23 No No
## 2234 28 No No
## 2235 33 No No
## 2236 28 No No
## 2237 16 No No
## 2238 27 No No
## 2239 26 No No
## 2240 23 No No
## 2241 33 No No
## 2242 18 No No
## 2243 25 Yes No
## 2244 35 No Yes
## 2245 23 No No
## 2246 22 No Yes
## 2247 34 No No
## 2248 20 No No
## 2249 34 No No
## 2250 31 No No
## 2251 19 No No
## 2252 29 No No
## 2253 36 No No
## 2254 21 No No
## 2255 23 No No
## 2256 25 No No
## 2257 34 Yes No
## 2258 30 No No
## 2259 44 No No
## 2260 27 No No
## 2261 23 No No
## 2262 30 No No
## 2263 29 No No
## 2264 29 No No
## 2265 25 No No
## 2266 26 No No
## 2267 28 No No
## 2268 29 No No
## 2269 26 No No
## 2270 27 No No
## 2271 29 Yes No
## 2272 19 No No
## 2273 17 No No
## 2274 24 No No
## 2275 18 No No
## 2276 42 No No
## 2277 46 No No
## 2278 38 No No
## 2279 26 No No
## 2280 26 No No
## 2281 21 No No
## 2282 29 No No
## 2283 43 No No
## 2284 36 No No
## 2285 27 No No
## 2286 40 No No
## 2287 37 No No
## 2288 32 No No
## 2289 32 Yes No
## 2290 20 No No
## 2291 24 No No
## 2292 25 No No
## 2293 25 No No
## 2294 27 No No
## 2295 48 No No
## 2296 27 No No
## 2297 39 No No
## 2298 27 Yes No
## 2299 26 No No
## 2300 28 No No
## 2301 30 No No
## 2302 23 No Yes
## 2303 25 No No
## 2304 24 No No
## 2305 20 No No
## 2306 36 Yes No
## 2307 23 No No
## 2308 32 Yes No
## 2309 18 No No
## 2310 15 No No
## 2311 21 No No
## 2312 31 No No
## 2313 29 No No
## 2314 34 No No
## 2315 22 No No
## 2316 21 No No
## 2317 30 Yes Yes
## 2318 21 No No
## 2319 30 No No
## 2320 21 No No
## 2321 19 No No
## 2322 30 No No
## 2323 23 No No
## 2324 24 No No
## 2325 52 No No
## 2326 27 No No
## 2327 23 No No
## 2328 26 No No
## 2329 23 No No
## 2330 40 No No
## 2331 32 No No
## 2332 20 No No
## 2333 44 No No
## 2334 16 No No
## 2335 35 No No
## 2336 24 No No
## 2337 33 No No
## 2338 36 No No
## 2339 22 No No
## 2340 44 Yes No
## 2341 17 No No
## 2342 32 No No
## 2343 30 No No
## 2344 33 No No
## 2345 30 Yes No
## 2346 25 No No
## 2347 30 No No
## 2348 32 No No
## 2349 21 No No
## 2350 24 No No
## 2351 28 No No
## 2352 27 No No
## 2353 26 No No
## 2354 27 No No
## 2355 18 No No
## 2356 18 No No
## 2357 31 No No
## 2358 18 No No
## 2359 24 No No
## 2360 28 No No
## 2361 17 No No
## 2362 17 No No
## 2363 26 No No
## 2364 22 No No
## 2365 25 No No
## 2366 21 No No
## 2367 43 No No
## 2368 24 No No
## 2369 30 No No
## 2370 21 No No
## 2371 17 No No
## 2372 28 No No
## 2373 23 No No
## 2374 24 No No
## 2375 27 No No
## 2376 30 No No
## 2377 25 No No
## 2378 26 No No
## 2379 28 Yes Yes
## 2380 22 No No
## 2381 25 No No
## 2382 20 No No
## 2383 28 No No
## 2384 35 No No
## 2385 29 No No
## 2386 26 No No
## 2387 28 No No
## 2388 26 No No
## 2389 32 No No
## 2390 43 No No
## 2391 28 No No
## 2392 36 No No
## 2393 33 No No
## 2394 27 No No
## 2395 23 No No
## 2396 21 No No
## 2397 23 Yes No
## 2398 28 No No
## 2399 31 No Yes
## 2400 31 No No
## 2401 25 No Yes
## 2402 25 No No
## 2403 32 Yes Yes
## 2404 28 No No
## 2405 27 No No
## 2406 21 No No
## 2407 26 No Yes
## 2408 18 No No
## 2409 30 No No
## 2410 19 No No
## 2411 26 No No
## 2412 43 Yes No
## 2413 31 No No
## 2414 36 No No
## 2415 22 No No
## 2416 18 No No
## 2417 29 No No
## 2418 43 No No
## 2419 20 No No
## 2420 21 No No
## 2421 39 No Yes
## 2422 52 No No
## 2423 30 No No
## 2424 35 No No
## 2425 37 Yes No
## 2426 32 No No
## 2427 30 No No
## 2428 22 No No
## 2429 34 No No
## 2430 37 Yes No
## 2431 19 No No
## 2432 55 No No
## 2433 30 No No
## 2434 25 No No
## 2435 23 No No
## 2436 30 Yes No
## 2437 18 No No
## 2438 28 No No
## 2439 27 No No
## 2440 26 No No
## 2441 40 No No
## 2442 37 No No
## 2443 17 No No
## 2444 53 No No
## 2445 33 Yes No
## 2446 43 No No
## 2447 30 Yes No
## 2448 38 No No
## 2449 29 Yes No
## 2450 32 No No
## 2451 28 No No
## 2452 38 No No
## 2453 22 No Yes
## 2454 38 No No
## 2455 43 No No
## 2456 20 No No
## 2457 26 No No
## 2458 25 No No
## 2459 25 No Yes
## 2460 26 No No
## 2461 50 No No
## 2462 21 No No
## 2463 34 No No
## 2464 17 No No
## 2465 36 No No
## 2466 18 No No
## 2467 34 No No
## 2468 33 No Yes
## 2469 19 No No
## 2470 25 No No
## 2471 24 No No
## 2472 30 No No
## 2473 28 No No
## 2474 28 No No
## 2475 23 No No
## 2476 33 No No
## 2477 34 No No
## 2478 17 No No
## 2479 21 No No
## 2480 29 No No
## 2481 15 No No
## 2482 41 Yes No
## 2483 29 No No
## 2484 40 No No
## 2485 33 No No
## 2486 37 No No
## 2487 24 No No
## 2488 34 No No
## 2489 28 No No
## 2490 26 No No
## 2491 21 No No
## 2492 23 No No
## 2493 29 No No
## 2494 24 No No
## 2495 22 No No
## 2496 22 No No
## 2497 29 No No
## 2498 32 No No
## 2499 35 No No
## 2500 31 Yes No
## 2501 31 No No
## 2502 33 No No
## 2503 25 No No
## 2504 19 No No
## 2505 45 No No
## 2506 15 No No
## 2507 28 No No
## 2508 40 No Yes
## 2509 24 No No
## 2510 24 No No
## 2511 26 No No
## 2512 30 No No
## 2513 23 No Yes
## 2514 23 No No
## 2515 34 No No
## 2516 34 No No
## 2517 26 No No
## 2518 36 No No
## 2519 22 No No
## 2520 19 No No
## 2521 41 Yes No
## 2522 46 No No
## 2523 26 No No
## 2524 40 No No
## 2525 27 No No
## 2526 29 No No
## 2527 26 No No
## 2528 22 No No
## 2529 16 No No
## 2530 27 No No
## 2531 33 No No
## 2532 33 Yes No
## 2533 29 No No
## 2534 34 No No
## 2535 33 No No
## 2536 27 No No
## 2537 14 No No
## 2538 19 No No
## 2539 15 No No
## 2540 28 No No
## 2541 21 No No
## 2542 28 Yes No
## 2543 20 No No
## 2544 28 No No
## 2545 29 No No
## 2546 30 No No
## 2547 22 No No
## 2548 28 No No
## 2549 29 No No
## 2550 28 No No
## 2551 32 Yes No
## 2552 29 No No
## 2553 30 No No
## 2554 31 No No
## 2555 20 No No
## 2556 45 Yes No
## 2557 14 No No
## 2558 37 No No
## 2559 19 No No
## 2560 16 No No
## 2561 27 Yes No
## 2562 33 No No
## 2563 18 No No
## 2564 33 No No
## 2565 20 No No
## 2566 22 No Yes
## 2567 32 No No
## 2568 19 No No
## 2569 32 No No
## 2570 23 No No
## 2571 21 No No
## 2572 29 No No
## 2573 30 No No
## 2574 29 No No
## 2575 30 No No
## 2576 32 No No
## 2577 34 No No
## 2578 38 No No
## 2579 29 No No
## 2580 43 No No
## 2581 22 No No
## 2582 36 No No
## 2583 22 No No
## 2584 25 Yes Yes
## 2585 31 Yes No
## 2586 26 No No
## 2587 27 No No
## 2588 33 No No
## 2589 17 No No
## 2590 26 No No
## 2591 24 No No
## 2592 20 No No
## 2593 35 Yes Yes
## 2594 36 No No
## 2595 29 No Yes
## 2596 31 No No
## 2597 25 No No
## 2598 51 No No
## 2599 36 No No
## 2600 28 No No
## 2601 35 No No
## 2602 30 No No
## 2603 22 No No
## 2604 17 No No
## 2605 29 No No
## 2606 27 No No
## 2607 33 Yes No
## 2608 24 No No
## 2609 34 Yes No
## 2610 36 No No
## 2611 27 No No
## 2612 27 No No
## 2613 32 No No
## 2614 28 No No
## 2615 25 No No
## 2616 28 No No
## 2617 23 No No
## 2618 34 No No
## 2619 26 No No
## 2620 28 No No
## 2621 29 No No
## 2622 29 No No
## 2623 28 No No
## 2624 28 No No
## 2625 38 No No
## 2626 22 No No
## 2627 25 No No
## 2628 17 No No
## 2629 26 No No
## 2630 32 No No
## 2631 34 No No
## 2632 39 No No
## 2633 23 No No
## 2634 38 No No
## 2635 21 No No
## 2636 32 No No
## 2637 63 No No
## 2638 32 No No
## 2639 25 No No
## 2640 27 No No
## 2641 38 No Yes
## 2642 32 No No
## 2643 26 No No
## 2644 29 No No
## 2645 29 No No
## 2646 26 No No
## 2647 23 No No
## 2648 21 No No
## 2649 26 No No
## 2650 23 No No
## 2651 19 No No
## 2652 20 No No
## 2653 25 No No
## 2654 34 No No
## 2655 18 No No
## 2656 35 No No
## 2657 26 No No
## 2658 27 No No
## 2659 27 No No
## 2660 31 No No
## 2661 18 No No
## 2662 22 No No
## 2663 34 No No
## 2664 33 No No
## 2665 23 No No
## 2666 39 No No
## 2667 40 No No
## 2668 30 No No
## 2669 27 No No
## 2670 28 No Yes
## 2671 33 No Yes
## 2672 33 No No
## 2673 41 No No
## 2674 17 No No
## 2675 30 No No
## 2676 24 No No
## 2677 32 No No
## 2678 26 No No
## 2679 19 No No
## 2680 38 No No
## 2681 29 No No
## 2682 28 No No
## 2683 14 No No
## 2684 33 No No
## 2685 26 No No
## 2686 52 No No
## 2687 29 No No
## 2688 26 No Yes
## 2689 23 No No
## 2690 18 No No
## 2691 29 No Yes
## 2692 30 No No
## 2693 22 No No
## 2694 25 No No
## 2695 25 No No
## 2696 23 No No
## 2697 20 No No
## 2698 28 No No
## 2699 29 No No
## 2700 26 Yes No
## 2701 37 No No
## 2702 42 No No
## 2703 21 No No
## 2704 29 No No
## 2705 31 No No
## 2706 22 No No
## 2707 20 No No
## 2708 45 No No
## 2709 61 No No
## 2710 29 No No
## 2711 28 No No
## 2712 22 No No
## 2713 24 No No
## 2714 16 No No
## 2715 35 No No
## 2716 29 Yes No
## 2717 37 No No
## 2718 35 No No
## 2719 21 No No
## 2720 37 No No
## 2721 24 No No
## 2722 31 No No
## 2723 17 No No
## 2724 17 No No
## 2725 38 No No
## 2726 15 No No
## 2727 27 No No
## 2728 27 No No
## 2729 16 No No
## 2730 39 No No
## 2731 36 No No
## 2732 33 No No
## 2733 27 No No
## 2734 31 No No
## 2735 28 No No
## 2736 31 No No
## 2737 25 No No
## 2738 17 No No
## 2739 26 Yes No
## 2740 32 No No
## 2741 22 No No
## 2742 17 No No
## 2743 27 No No
## 2744 33 No No
## 2745 25 No No
## 2746 31 No Yes
## 2747 19 No No
## 2748 24 No No
## 2749 48 Yes No
## 2750 38 No No
## 2751 24 No No
## 2752 30 Yes No
## 2753 24 No No
## 2754 23 No No
## 2755 17 No No
## 2756 43 No No
## 2757 27 No Yes
## 2758 14 No No
## 2759 46 No No
## 2760 26 No No
## 2761 29 No No
## 2762 50 No No
## 2763 18 No No
## 2764 27 No No
## 2765 25 No No
## 2766 25 No No
## 2767 27 Yes Yes
## 2768 24 No No
## 2769 42 No No
## 2770 41 No No
## 2771 20 No No
## 2772 30 No No
## 2773 27 No No
## 2774 22 No No
## 2775 39 No No
## 2776 34 No No
## 2777 20 No No
## 2778 36 Yes No
## 2779 33 No No
## 2780 27 No No
## 2781 22 No No
## 2782 32 No Yes
## 2783 22 No No
## 2784 23 No No
## 2785 26 No No
## 2786 23 No No
## 2787 23 No No
## 2788 24 No No
## 2789 31 No No
## 2790 26 No No
## 2791 23 No No
## 2792 20 No No
## 2793 18 No No
## 2794 32 No No
## 2795 24 No No
## 2796 24 No No
## 2797 32 No No
## 2798 39 No Yes
## 2799 23 No No
## 2800 22 No No
## 2801 37 No No
## 2802 33 No Yes
## 2803 24 No No
## 2804 32 Yes Yes
## 2805 29 No No
## 2806 24 No No
## 2807 21 No No
## 2808 27 No No
## 2809 27 No No
## 2810 18 No No
## 2811 35 No No
## 2812 27 No No
## 2813 33 Yes No
## 2814 25 No No
## 2815 26 No No
## 2816 22 No No
## 2817 26 No No
## 2818 23 No No
## 2819 23 No No
## 2820 15 No No
## 2821 24 No No
## 2822 26 No No
## 2823 35 No No
## 2824 32 Yes Yes
## 2825 28 Yes No
## 2826 40 No No
## 2827 26 No No
## 2828 21 Yes No
## 2829 28 Yes No
## 2830 32 No No
## 2831 31 No No
## 2832 32 No No
## 2833 19 No No
## 2834 25 No No
## 2835 28 No No
## 2836 26 No No
## 2837 30 No No
## 2838 43 No No
## 2839 35 No No
## 2840 20 No No
## 2841 35 No No
## 2842 27 Yes No
## 2843 26 No No
## 2844 29 No No
## 2845 32 Yes Yes
## 2846 21 No No
## 2847 32 No No
## 2848 28 No Yes
## 2849 32 No Yes
## 2850 21 No No
## 2851 25 No No
## 2852 28 No No
## 2853 21 No No
## 2854 45 No No
## 2855 40 No No
## 2856 22 No No
## 2857 21 No No
## 2858 26 No No
## 2859 28 No No
## 2860 32 No No
## 2861 20 No No
## 2862 25 No No
## 2863 38 No No
## 2864 30 No No
## 2865 24 No No
## 2866 20 No No
## 2867 38 No No
## 2868 40 No No
## 2869 36 No No
## 2870 18 No No
## 2871 27 No No
## 2872 28 No No
## 2873 39 Yes No
## 2874 33 No No
## 2875 40 Yes No
## 2876 25 No No
## 2877 27 No No
## 2878 44 No No
## 2879 30 No No
## 2880 22 Yes No
## 2881 27 No No
## 2882 22 No No
## 2883 27 No No
## 2884 25 No No
## 2885 48 No No
## 2886 22 No No
## 2887 39 Yes No
## 2888 27 No No
## 2889 36 No No
## 2890 38 Yes No
## 2891 29 No Yes
## 2892 30 No No
## 2893 23 No No
## 2894 20 No No
## 2895 31 No No
## 2896 24 No No
## 2897 33 No No
## 2898 22 No No
## 2899 26 No No
## 2900 27 No No
## 2901 30 No No
## 2902 18 No No
## 2903 26 No No
## 2904 17 No No
## 2905 37 No No
## 2906 32 No No
## 2907 38 No No
## 2908 39 No No
## 2909 29 No No
## 2910 28 No No
## 2911 40 No No
## 2912 31 No No
## 2913 34 No Yes
## 2914 24 No No
## 2915 26 No Yes
## 2916 33 No No
## 2917 22 No No
## 2918 58 No No
## 2919 36 No No
## 2920 43 No No
## 2921 18 No No
## 2922 23 No No
## 2923 32 No No
## 2924 41 No No
## 2925 28 No No
## 2926 26 Yes No
## 2927 36 Yes Yes
## 2928 35 No No
## 2929 24 No No
## 2930 22 No No
## 2931 23 No No
## 2932 28 Yes Yes
## 2933 26 No No
## 2934 29 No No
## 2935 24 No No
## 2936 20 No No
## 2937 18 No No
## 2938 34 No No
## 2939 24 No No
## 2940 29 Yes No
## 2941 27 No No
## 2942 27 No Yes
## 2943 20 No No
## 2944 17 No No
## 2945 27 No No
## 2946 41 Yes No
## 2947 27 No No
## 2948 27 No No
## 2949 17 No No
## 2950 32 No No
## 2951 37 No No
## 2952 28 No No
## 2953 29 No No
## 2954 22 No No
## 2955 38 No No
## 2956 29 No No
## 2957 28 No No
## 2958 29 No No
## 2959 28 No No
## 2960 29 No No
## 2961 16 No No
## 2962 34 No No
## 2963 25 No No
## 2964 30 No No
## 2965 23 No No
## 2966 18 No No
## 2967 41 No No
## 2968 36 Yes No
## 2969 28 No No
## 2970 28 No No
## 2971 22 No No
## 2972 15 No No
## 2973 22 No No
## 2974 26 No No
## 2975 20 No No
## 2976 23 No No
## 2977 35 Yes No
## 2978 29 No No
## 2979 43 No No
## 2980 36 No No
## 2981 40 No No
## 2982 35 No No
## 2983 32 No No
## 2984 20 No No
## 2985 33 Yes No
## 2986 22 No No
## 2987 18 No No
## 2988 28 No No
## 2989 29 No Yes
## 2990 29 No No
## 2991 25 No No
## 2992 26 No No
## 2993 22 No No
## 2994 27 No No
## 2995 23 No No
## 2996 35 No No
## 2997 27 No No
## 2998 30 No No
## 2999 21 No No
## 3000 31 No No
## 3001 29 No No
## 3002 30 No No
## 3003 27 No No
## 3004 23 No No
## 3005 24 No No
## 3006 28 Yes No
## 3007 22 No No
## 3008 27 No No
## 3009 30 No No
## 3010 26 No No
## 3011 22 Yes No
## 3012 34 No No
## 3013 29 No No
## 3014 30 No No
## 3015 21 No No
## 3016 26 No No
## 3017 30 No No
## 3018 33 No No
## 3019 30 No No
## 3020 31 No No
## 3021 23 No No
## 3022 20 No No
## 3023 31 No No
## 3024 23 No No
## 3025 26 No No
## 3026 15 No No
## 3027 28 No No
## 3028 28 No No
## 3029 25 No No
## 3030 19 No No
## 3031 30 No Yes
## 3032 22 Yes No
## 3033 20 No No
## 3034 31 No No
## 3035 24 No No
## 3036 27 No No
## 3037 20 No No
## 3038 24 No No
## 3039 22 No No
## 3040 22 No No
## 3041 26 No No
## 3042 22 Yes No
## 3043 32 No No
## 3044 31 No No
## 3045 43 Yes No
## 3046 41 No No
## 3047 37 Yes No
## 3048 20 No No
## 3049 21 No No
## 3050 22 No No
## 3051 39 No No
## 3052 36 No No
## 3053 32 No No
## 3054 25 No No
## 3055 28 No No
## 3056 29 No No
## 3057 32 No No
## 3058 33 No No
## 3059 31 No No
## 3060 20 No No
## 3061 23 Yes No
## 3062 30 No Yes
## 3063 23 No No
## 3064 49 No No
## 3065 30 No No
## 3066 24 Yes No
## 3067 28 No No
## 3068 33 No No
## 3069 42 No No
## 3070 31 No No
## 3071 34 Yes No
## 3072 19 No No
## 3073 30 No No
## 3074 21 No No
## 3075 24 No No
## 3076 38 No No
## 3077 19 No No
## 3078 30 No No
## 3079 23 No No
## 3080 34 Yes No
## 3081 30 No No
## 3082 43 No No
## 3083 29 No No
## 3084 50 No No
## 3085 22 No No
## 3086 19 No No
## 3087 33 No No
## 3088 24 No No
## 3089 52 Yes No
## 3090 25 No No
## 3091 26 Yes No
## 3092 35 No No
## 3093 22 No No
## 3094 34 Yes No
## 3095 26 No No
## 3096 26 No No
## 3097 20 No No
## 3098 24 No No
## 3099 32 No No
## 3100 29 No No
## 3101 27 No No
## 3102 22 No No
## 3103 27 No No
## 3104 33 No No
## 3105 33 No No
## 3106 25 No No
## 3107 15 No No
## 3108 22 No No
## 3109 21 Yes No
## 3110 26 No No
## 3111 29 No No
## 3112 28 No No
## 3113 21 No No
## 3114 16 No No
## 3115 22 No No
## 3116 25 No No
## 3117 31 No No
## 3118 38 No No
## 3119 27 No No
## 3120 24 No No
## 3121 31 No No
## 3122 32 No No
## 3123 31 No No
## 3124 34 No No
## 3125 23 No No
## 3126 29 No No
## 3127 17 No No
## 3128 31 No No
## 3129 31 No No
## 3130 23 No No
## 3131 30 No No
## 3132 26 No No
## 3133 31 No No
## 3134 25 No No
## 3135 21 No No
## 3136 29 No No
## 3137 28 No No
## 3138 30 No No
## 3139 32 No No
## 3140 34 No No
## 3141 16 No No
## 3142 32 No No
## 3143 22 No No
## 3144 31 No No
## 3145 29 No Yes
## 3146 27 No No
## 3147 17 No No
## 3148 35 No No
## 3149 33 No No
## 3150 17 No No
## 3151 48 No No
## 3152 39 Yes No
## 3153 11 No No
## 3154 31 Yes No
## 3155 29 No No
## 3156 19 No No
## 3157 18 No No
## 3158 36 No No
## 3159 17 No No
## 3160 33 No No
## 3161 20 No No
## 3162 33 No No
## 3163 34 Yes No
## 3164 30 Yes Yes
## 3165 12 No No
## 3166 26 No No
## 3167 13 No No
## 3168 25 No No
## 3169 18 No No
## 3170 14 No No
## 3171 23 No No
## 3172 39 No No
## 3173 40 No No
## 3174 29 No Yes
## 3175 33 No No
## 3176 25 No No
## 3177 33 No No
## 3178 28 No No
## 3179 49 No No
## 3180 16 No No
## 3181 35 No No
## 3182 32 No No
## 3183 34 No No
## 3184 15 No No
## 3185 42 No No
## 3186 16 No No
## 3187 28 No No
## 3188 32 No No
## 3189 16 No No
## 3190 44 No No
## 3191 23 No Yes
## 3192 31 No No
## 3193 28 No No
## 3194 23 No No
## 3195 35 No No
## 3196 39 Yes No
## 3197 27 No No
## 3198 31 No No
## 3199 33 No No
## 3200 29 No No
## 3201 26 No No
## 3202 18 No No
## 3203 22 No No
## 3204 29 No Yes
## 3205 21 No No
## 3206 27 No Yes
## 3207 29 No No
## 3208 30 No No
## 3209 43 No No
## 3210 30 No No
## 3211 33 No No
## 3212 27 No No
## 3213 33 No No
## 3214 28 No No
## 3215 31 No No
## 3216 24 No No
## 3217 27 No No
## 3218 37 No No
## 3219 26 No No
## 3220 22 No No
## 3221 43 No No
## 3222 28 No No
## 3223 29 No No
## 3224 24 No No
## 3225 34 Yes No
## 3226 27 No No
## 3227 33 No No
## 3228 35 No No
## 3229 24 No No
## 3230 28 No No
## 3231 29 Yes No
## 3232 31 No No
## 3233 32 No No
## 3234 29 No No
## 3235 31 Yes No
## 3236 14 No No
## 3237 26 Yes No
## 3238 22 No No
## 3239 24 No No
## 3240 34 Yes No
## 3241 21 No No
## 3242 26 No No
## 3243 21 Yes Yes
## 3244 33 Yes Yes
## 3245 23 No No
## 3246 18 No No
## 3247 23 No No
## 3248 31 No No
## 3249 31 No No
## 3250 37 No No
## 3251 25 No No
## 3252 35 No No
## 3253 24 No No
## 3254 32 No No
## 3255 24 No No
## 3256 26 No No
## 3257 22 No No
## 3258 24 No No
## 3259 20 No No
## 3260 30 No No
## 3261 23 Yes No
## 3262 25 No No
## 3263 21 No No
## 3264 15 No No
## 3265 30 No No
## 3266 25 No No
## 3267 19 No No
## 3268 28 No No
## 3269 22 No No
## 3270 32 No No
## 3271 36 No No
## 3272 27 No No
## 3273 27 No No
## 3274 34 No No
## 3275 26 No No
## 3276 19 No No
## 3277 20 No No
## 3278 26 Yes Yes
## 3279 29 No No
## 3280 21 No No
## 3281 51 No No
## 3282 14 No No
## 3283 28 No No
## 3284 30 No No
## 3285 36 No No
## 3286 25 No No
## 3287 28 No No
## 3288 20 No No
## 3289 16 No No
## 3290 36 No No
## 3291 26 No No
## 3292 33 Yes No
## 3293 27 No No
## 3294 26 No No
## 3295 23 No No
## 3296 26 No No
## 3297 27 No No
## 3298 32 Yes No
## 3299 28 No No
## 3300 22 No No
## 3301 26 No No
## 3302 28 No No
## 3303 24 Yes Yes
## 3304 24 No No
## 3305 32 No No
## 3306 28 No No
## 3307 36 No No
## 3308 27 No No
## 3309 24 No No
## 3310 31 No No
## 3311 26 Yes No
## 3312 26 No No
## 3313 26 No No
## 3314 19 No No
## 3315 25 No No
## 3316 32 No No
## 3317 28 No No
## 3318 24 No No
## 3319 25 No No
## 3320 32 No No
## 3321 30 No Yes
## 3322 35 No No
## 3323 20 No No
## 3324 23 No No
## 3325 23 No No
## 3326 22 No No
## 3327 28 Yes No
## 3328 20 No No
## 3329 29 No No
## 3330 27 No No
## 3331 43 No No
## 3332 28 Yes No
## 3333 34 No No
## 3334 37 No No
## 3335 24 No No
## 3336 22 No No
## 3337 29 No No
## 3338 20 No No
## 3339 22 No No
## 3340 25 No No
## 3341 37 No No
## 3342 44 Yes No
## 3343 26 No No
## 3344 25 No Yes
## 3345 32 Yes No
## 3346 24 No No
## 3347 33 No No
## 3348 26 No No
## 3349 53 No No
## 3350 41 No No
## 3351 22 No No
## 3352 20 No No
## 3353 42 No No
## 3354 28 No No
## 3355 32 No No
## 3356 22 No No
## 3357 26 No No
## 3358 41 No No
## 3359 27 No No
## 3360 25 No No
## 3361 23 No No
## 3362 30 No No
## 3363 15 Yes No
## 3364 21 No No
## 3365 25 No No
## 3366 24 No No
## 3367 39 No No
## 3368 14 No No
## 3369 26 No No
## 3370 30 No No
## 3371 35 No No
## 3372 29 No No
## 3373 26 No No
## 3374 21 No No
## 3375 19 No No
## 3376 25 No No
## 3377 34 Yes No
## 3378 23 No No
## 3379 20 No No
## 3380 18 No No
## 3381 27 No No
## 3382 50 No No
## 3383 24 No No
## 3384 16 No No
## 3385 24 No No
## 3386 18 No No
## 3387 34 No No
## 3388 25 No No
## 3389 30 No No
## 3390 28 Yes No
## 3391 21 No No
## 3392 26 No No
## 3393 29 No No
## 3394 25 No Yes
## 3395 21 No No
## 3396 17 No No
## 3397 32 Yes No
## 3398 26 No No
## 3399 30 No No
## 3400 29 No No
## 3401 20 No No
## 3402 41 No No
## 3403 33 No Yes
## 3404 39 No Yes
## 3405 31 No No
## 3406 38 No No
## 3407 44 No No
## 3408 33 Yes No
## 3409 27 No No
## 3410 31 No No
## 3411 29 No No
## 3412 26 No No
## 3413 17 No No
## 3414 24 No No
## 3415 19 No No
## 3416 28 No No
## 3417 21 No No
## 3418 41 Yes No
## 3419 31 No No
## 3420 40 No No
## 3421 36 No No
## 3422 26 No No
## 3423 18 No No
## 3424 15 No No
## 3425 26 No No
## 3426 25 No No
## 3427 31 Yes Yes
## 3428 59 No No
## 3429 29 No No
## 3430 33 Yes No
## 3431 24 No No
## 3432 33 No No
## 3433 39 No No
## 3434 47 No No
## 3435 26 No No
## 3436 33 No No
## 3437 31 No No
## 3438 27 No No
## 3439 35 Yes No
## 3440 29 Yes No
## 3441 21 No No
## 3442 26 No No
## 3443 24 No No
## 3444 43 No No
## 3445 52 Yes No
## 3446 27 No No
## 3447 32 No No
## 3448 29 No No
## 3449 15 No No
## 3450 32 No No
## 3451 32 No No
## 3452 27 Yes No
## 3453 26 No No
## 3454 19 No No
## 3455 25 No No
## 3456 21 No No
## 3457 17 No No
## 3458 13 No No
## 3459 25 No No
## 3460 28 No No
## 3461 31 No No
## 3462 25 No No
## 3463 14 No No
## 3464 28 No Yes
## 3465 15 No No
## 3466 31 Yes No
## 3467 26 Yes No
## 3468 39 No No
## 3469 28 No No
## 3470 31 No No
## 3471 34 No No
## 3472 27 No No
## 3473 27 Yes No
## 3474 23 No No
## 3475 25 No No
## 3476 32 No No
## 3477 31 Yes No
## 3478 22 No No
## 3479 28 No Yes
## 3480 23 No No
## 3481 25 No No
## 3482 16 No No
## 3483 26 No No
## 3484 25 No No
## 3485 18 No No
## 3486 37 No No
## 3487 41 No No
## 3488 37 No No
## 3489 15 No No
## 3490 37 No No
## 3491 30 No No
## 3492 22 No No
## 3493 19 No No
## 3494 38 No No
## 3495 18 No No
## 3496 25 No No
## 3497 30 Yes No
## 3498 36 No No
## 3499 20 No No
## 3500 20 No No
## 3501 28 No No
## 3502 33 No No
## 3503 24 Yes No
## 3504 43 No No
## 3505 36 Yes No
## 3506 37 No No
## 3507 32 No No
## 3508 23 No No
## 3509 18 No No
## 3510 36 Yes No
## 3511 29 No No
## 3512 30 No No
## 3513 23 No No
## 3514 17 No No
## 3515 31 Yes No
## 3516 19 No No
## 3517 31 No No
## 3518 24 No Yes
## 3519 35 No No
## 3520 31 No Yes
## 3521 19 No No
## 3522 18 No No
## 3523 33 Yes No
## 3524 25 No No
## 3525 52 Yes No
## 3526 24 No No
## 3527 24 No No
## 3528 40 No No
## 3529 20 No No
## 3530 31 No No
## 3531 25 No No
## 3532 15 No No
## 3533 38 No No
## 3534 31 Yes No
## 3535 26 No No
## 3536 37 No No
## 3537 35 No No
## 3538 54 No No
## 3539 21 No No
## 3540 23 No No
## 3541 26 No No
## 3542 39 No No
## 3543 29 No No
## 3544 31 No No
## 3545 34 No No
## 3546 29 Yes No
## 3547 26 No No
## 3548 22 No No
## 3549 20 No No
## 3550 18 No No
## 3551 31 No No
## 3552 18 No No
## 3553 41 No No
## 3554 21 No No
## 3555 28 No No
## 3556 16 No No
## 3557 30 No No
## 3558 29 No No
## 3559 28 No No
## 3560 34 No No
## 3561 42 No No
## 3562 30 No No
## 3563 30 No No
## 3564 32 Yes No
## 3565 19 No No
## 3566 32 Yes No
## 3567 31 No No
## 3568 34 No No
## 3569 21 Yes No
## 3570 27 No No
## 3571 28 No No
## 3572 21 No No
## 3573 23 No No
## 3574 33 No No
## 3575 33 No No
## 3576 23 No No
## 3577 21 No No
## 3578 21 No No
## 3579 18 No No
## 3580 26 No No
## 3581 20 Yes No
## 3582 21 No No
## 3583 24 No No
## 3584 29 No No
## 3585 38 Yes No
## 3586 22 Yes Yes
## 3587 29 No No
## 3588 24 No No
## 3589 26 No Yes
## 3590 38 No No
## 3591 16 No No
## 3592 23 No No
## 3593 38 No No
## 3594 21 No No
## 3595 15 No No
## 3596 25 No No
## 3597 41 No No
## 3598 21 No No
## 3599 21 No No
## 3600 24 No No
## 3601 30 No No
## 3602 19 No No
## 3603 29 No No
## 3604 33 No Yes
## 3605 31 No No
## 3606 21 No No
## 3607 19 No No
## 3608 21 No No
## 3609 24 No No
## 3610 35 No No
## 3611 28 No No
## 3612 35 No No
## 3613 45 No No
## 3614 34 No Yes
## 3615 21 No No
## 3616 22 No No
## 3617 39 No Yes
## 3618 21 No No
## 3619 16 No No
## 3620 23 No No
## 3621 22 No No
## 3622 20 No No
## 3623 28 No No
## 3624 22 No No
## 3625 26 No No
## 3626 23 No No
## 3627 25 No No
## 3628 30 No No
## 3629 24 No No
## 3630 24 No No
## 3631 20 No No
## 3632 38 No No
## 3633 26 No No
## 3634 24 No No
## 3635 41 Yes No
## 3636 34 No No
## 3637 35 No Yes
## 3638 24 No No
## 3639 19 No No
## 3640 16 No No
## 3641 28 No No
## 3642 22 No No
## 3643 38 No No
## 3644 32 No No
## 3645 40 No No
## 3646 32 No No
## 3647 23 No No
## 3648 25 No No
## 3649 28 No No
## 3650 19 No No
## 3651 25 No No
## 3652 28 Yes No
## 3653 37 No No
## 3654 24 No No
## 3655 39 No No
## 3656 61 No No
## 3657 27 No No
## 3658 38 No No
## 3659 36 No No
## 3660 16 No No
## 3661 38 No No
## 3662 31 No No
## 3663 35 No No
## 3664 35 No No
## 3665 28 Yes No
## 3666 34 No No
## 3667 15 No No
## 3668 31 No No
## 3669 37 No No
## 3670 37 No No
## 3671 24 No No
## 3672 33 No No
## 3673 33 No No
## 3674 25 No No
## 3675 19 No No
## 3676 33 No No
## 3677 18 No No
## 3678 40 No No
## 3679 26 No No
## 3680 22 No No
## 3681 27 No No
## 3682 23 No No
## 3683 35 No No
## 3684 28 No No
## 3685 29 No No
## 3686 31 No No
## 3687 25 No No
## 3688 35 No No
## 3689 21 No No
## 3690 17 No No
## 3691 31 No No
## 3692 26 No No
## 3693 44 No No
## 3694 31 Yes No
## 3695 17 No No
## 3696 25 No No
## 3697 28 No No
## 3698 49 No No
## 3699 18 No No
## 3700 23 No No
## 3701 18 No No
## 3702 41 Yes No
## 3703 20 No No
## 3704 30 No No
## 3705 27 No No
## 3706 18 No No
## 3707 20 No No
## 3708 31 No No
## 3709 44 No No
## 3710 37 No No
## 3711 39 No No
## 3712 24 Yes Yes
## 3713 18 No No
## 3714 36 No No
## 3715 19 No Yes
## 3716 21 No No
## 3717 28 No No
## 3718 18 No No
## 3719 43 No No
## 3720 37 Yes No
## 3721 32 No No
## 3722 26 No No
## 3723 25 No No
## 3724 18 No No
## 3725 21 No No
## 3726 22 No No
## 3727 16 No No
## 3728 29 Yes No
## 3729 21 No No
## 3730 24 Yes No
## 3731 37 No No
## 3732 33 No No
## 3733 33 No No
## 3734 22 No No
## 3735 24 No No
## 3736 30 No No
## 3737 28 No No
## 3738 17 No No
## 3739 53 No No
## 3740 30 No No
## 3741 22 No No
## 3742 25 No No
## 3743 29 No No
## 3744 43 No No
## 3745 34 No No
## 3746 25 No No
## 3747 31 No No
## 3748 39 Yes No
## 3749 47 No No
## 3750 17 No No
## 3751 38 No No
## 3752 31 No No
## 3753 22 No No
## 3754 32 No No
## 3755 24 No No
## 3756 36 No No
## 3757 20 No No
## 3758 27 No No
## 3759 29 No No
## 3760 54 Yes No
## 3761 28 No No
## 3762 43 No No
## 3763 22 No No
## 3764 28 No No
## 3765 23 No No
## 3766 18 No No
## 3767 18 No No
## 3768 28 No No
## 3769 27 No No
## 3770 13 No No
## 3771 21 Yes No
## 3772 24 No No
## 3773 20 No No
## 3774 39 No No
## 3775 26 No No
## 3776 43 No No
## 3777 27 No No
## 3778 22 No No
## 3779 40 No No
## 3780 20 No No
## 3781 42 No No
## 3782 25 No No
## 3783 27 No No
## 3784 30 No No
## 3785 47 No No
## 3786 33 No No
## 3787 37 No No
## 3788 25 No No
## 3789 28 No No
## 3790 16 No No
## 3791 35 Yes No
## 3792 32 No No
## 3793 29 No No
## 3794 13 No No
## 3795 27 No No
## 3796 23 No No
## 3797 36 No No
## 3798 16 No No
## 3799 26 No No
## 3800 37 Yes No
## 3801 27 No No
## 3802 23 No No
## 3803 40 No No
## 3804 27 No No
## 3805 28 No No
## 3806 55 No No
## 3807 28 No No
## 3808 25 No No
## 3809 24 No No
## 3810 35 No No
## 3811 25 No No
## 3812 17 No No
## 3813 37 No No
## 3814 32 No No
## 3815 28 No No
## 3816 28 No No
## 3817 28 No No
## 3818 24 No No
## 3819 29 No No
## 3820 26 Yes Yes
## 3821 29 No No
## 3822 23 No No
## 3823 25 No Yes
## 3824 36 No No
## 3825 31 No No
## 3826 26 No No
## 3827 19 No No
## 3828 17 No No
## 3829 21 No No
## 3830 24 No No
## 3831 25 No No
## 3832 19 No No
## 3833 19 No No
## 3834 35 No No
## 3835 26 No No
## 3836 24 No No
## 3837 30 No No
## 3838 30 No No
## 3839 26 Yes No
## 3840 30 No No
## 3841 19 No No
## 3842 23 No No
## 3843 30 No No
## 3844 15 No No
## 3845 16 No No
## 3846 18 No No
## 3847 13 No No
## 3848 36 Yes No
## 3849 30 No No
## 3850 34 No No
## 3851 16 No No
## 3852 38 No No
## 3853 27 No No
## 3854 30 No No
## 3855 34 No No
## 3856 17 No No
## 3857 32 No No
## 3858 33 No No
## 3859 40 Yes No
## 3860 30 No No
## 3861 46 No No
## 3862 35 No No
## 3863 29 No No
## 3864 27 No No
## 3865 17 No No
## 3866 26 No No
## 3867 17 No No
## 3868 23 No No
## 3869 27 No No
## 3870 38 No No
## 3871 35 No No
## 3872 32 No No
## 3873 36 No No
## 3874 30 No Yes
## 3875 29 No No
## 3876 22 No No
## 3877 27 No No
## 3878 17 No No
## 3879 39 No Yes
## 3880 26 No Yes
## 3881 24 No No
## 3882 22 No No
## 3883 25 No No
## 3884 21 No No
## 3885 25 No No
## 3886 30 No No
## 3887 25 No No
## 3888 33 No No
## 3889 23 No No
## 3890 17 No No
## 3891 31 No No
## 3892 24 No No
## 3893 27 No No
## 3894 38 No No
## 3895 50 Yes No
## 3896 29 No No
## 3897 23 No No
## 3898 33 No No
## 3899 16 No No
## 3900 30 No No
## 3901 31 No No
## 3902 26 No No
## 3903 18 No No
## 3904 37 No No
## 3905 26 No No
## 3906 17 No No
## 3907 22 No No
## 3908 20 No No
## 3909 30 No Yes
## 3910 31 No Yes
## 3911 29 No No
## 3912 32 No Yes
## 3913 32 No No
## 3914 25 No No
## 3915 27 No No
## 3916 31 No No
## 3917 39 No No
## 3918 19 No No
## 3919 29 No No
## 3920 25 No Yes
## 3921 25 No No
## 3922 32 No No
## 3923 25 No No
## 3924 26 No No
## 3925 39 No No
## 3926 25 No No
## 3927 34 No No
## 3928 35 No No
## 3929 24 No No
## 3930 29 No No
## 3931 23 No No
## 3932 24 No No
## 3933 29 No No
## 3934 28 No No
## 3935 27 No No
## 3936 23 No No
## 3937 34 No No
## 3938 23 No No
## 3939 26 No No
## 3940 21 No No
## 3941 26 No No
## 3942 29 No No
## 3943 22 No No
## 3944 27 No No
## 3945 35 No No
## 3946 27 No No
## 3947 25 No Yes
## 3948 28 No No
## 3949 34 No No
## 3950 50 No No
## 3951 30 No No
## 3952 14 No No
## 3953 31 No No
## 3954 22 No No
## 3955 19 No No
## 3956 27 Yes No
## 3957 17 No No
## 3958 36 No No
## 3959 25 No No
## 3960 25 No Yes
## 3961 28 No No
## 3962 33 No No
## 3963 37 No No
## 3964 28 No No
## 3965 20 No No
## 3966 29 No No
## 3967 27 No No
## 3968 27 No No
## 3969 24 No No
## 3970 31 No No
## 3971 34 No Yes
## 3972 27 No No
## 3973 20 Yes Yes
## 3974 26 No No
## 3975 19 No No
## 3976 28 No No
## 3977 23 Yes No
## 3978 57 No No
## 3979 33 Yes No
## 3980 22 No No
## 3981 24 No No
## 3982 24 No No
## 3983 27 No No
## 3984 21 No No
## 3985 34 No No
## 3986 32 No Yes
## 3987 28 No No
## 3988 25 No Yes
## 3989 24 No No
## 3990 27 No No
## 3991 34 No No
## 3992 39 No No
## 3993 22 No No
## 3994 33 No No
## 3995 18 No No
## 3996 16 No No
## 3997 20 No No
## 3998 20 No No
## 3999 45 No No
## 4000 25 No No
## 4001 32 No No
## 4002 34 No No
## 4003 43 No No
## 4004 23 No No
## 4005 21 No No
## 4006 24 No No
## 4007 22 No No
## 4008 25 No No
## 4009 21 No No
## 4010 46 No No
## 4011 64 No No
## 4012 37 No No
## 4013 21 No No
## 4014 28 No No
## 4015 31 No No
## 4016 25 No No
## 4017 27 No No
## 4018 29 No No
## 4019 14 No No
## 4020 35 No Yes
## 4021 23 No No
## 4022 34 No No
## 4023 27 No No
## 4024 29 No No
## 4025 20 No No
## 4026 39 No No
## 4027 33 No No
## 4028 23 No No
## 4029 30 No No
## 4030 28 No No
## 4031 92 Yes No
## 4032 38 No No
## 4033 27 No Yes
## 4034 43 No No
## 4035 24 No No
## 4036 28 No No
## 4037 34 No No
## 4038 23 No No
## 4039 28 Yes No
## 4040 20 No No
## 4041 43 No No
## 4042 18 No No
## 4043 27 No No
## 4044 22 No No
## 4045 50 No No
## 4046 35 No No
## 4047 55 No No
## 4048 27 No No
## 4049 19 No No
## 4050 26 No No
## 4051 26 No No
## 4052 32 Yes No
## 4053 15 No No
## 4054 14 No No
## 4055 17 No No
## 4056 26 No No
## 4057 24 No No
## 4058 26 No No
## 4059 22 No Yes
## 4060 32 No No
## 4061 36 Yes No
## 4062 31 No No
## 4063 36 No No
## 4064 27 No No
## 4065 20 No No
## 4066 20 No No
## 4067 23 No No
## 4068 25 No No
## 4069 28 No No
## 4070 27 No No
## 4071 24 No No
## 4072 34 No No
## 4073 17 No No
## 4074 27 No No
## 4075 16 No No
## 4076 21 No No
## 4077 21 No No
## 4078 29 No No
## 4079 36 Yes No
## 4080 28 No No
## 4081 23 No No
## 4082 25 No No
## 4083 27 Yes No
## 4084 21 No No
## 4085 30 No No
## 4086 23 No No
## 4087 37 No No
## 4088 24 No No
## 4089 25 No No
## 4090 28 No No
## 4091 41 No No
## 4092 25 No No
## 4093 27 No No
## 4094 24 No No
## 4095 20 No No
## 4096 19 No No
## 4097 24 No No
## 4098 32 No No
## 4099 20 No No
## 4100 36 No No
## 4101 45 No No
## 4102 27 No No
## 4103 34 Yes Yes
## 4104 32 No No
## 4105 28 No No
## 4106 45 Yes No
## 4107 40 No No
## 4108 38 No No
## 4109 46 No No
## 4110 32 No No
## 4111 19 No No
## 4112 27 No No
## 4113 26 No No
## 4114 31 No No
## 4115 34 No No
## 4116 24 No No
## 4117 34 No No
## 4118 28 No No
## 4119 32 No No
## 4120 28 No No
## 4121 20 No No
## 4122 33 No No
## 4123 25 No No
## 4124 31 No No
## 4125 26 No No
## 4126 25 No No
## 4127 29 No No
## 4128 25 No No
## 4129 41 No No
## 4130 38 Yes No
## 4131 29 No No
## 4132 30 No No
## 4133 39 No No
## 4134 41 No No
## 4135 26 No No
## 4136 33 No No
## 4137 26 No No
## 4138 24 Yes No
## 4139 30 No No
## 4140 22 No No
## 4141 23 No No
## 4142 30 No No
## 4143 30 No No
## 4144 28 No No
## 4145 36 Yes No
## 4146 16 No No
## 4147 34 No No
## 4148 20 No No
## 4149 31 No No
## 4150 17 No No
## 4151 22 No No
## 4152 38 Yes No
## 4153 40 No No
## 4154 32 No Yes
## 4155 31 No No
## 4156 28 Yes No
## 4157 27 No No
## 4158 40 No No
## 4159 24 No No
## 4160 17 No No
## 4161 25 No No
## 4162 28 No No
## 4163 26 No No
## 4164 26 No No
## 4165 45 No No
## 4166 31 No No
## 4167 20 No No
## 4168 29 No No
## 4169 57 No No
## 4170 39 No No
## 4171 23 No No
## 4172 38 No No
## 4173 19 Yes No
## 4174 35 No No
## 4175 26 No No
## 4176 22 No No
## 4177 29 No No
## 4178 41 No Yes
## 4179 22 No No
## 4180 33 Yes No
## 4181 21 No No
## 4182 20 No No
## 4183 28 No No
## 4184 28 No No
## 4185 38 No No
## 4186 32 No No
## 4187 37 No No
## 4188 25 No No
## 4189 27 No No
## 4190 25 No No
## 4191 16 No No
## 4192 27 No No
## 4193 28 No Yes
## 4194 37 No No
## 4195 32 No No
## 4196 22 No No
## 4197 16 No No
## 4198 23 No No
## 4199 45 No No
## 4200 20 No No
## 4201 16 No No
## 4202 22 No No
## 4203 33 No No
## 4204 32 No No
## 4205 41 No No
## 4206 24 No No
## 4207 28 No No
## 4208 24 Yes Yes
## 4209 23 No No
## 4210 23 No No
## 4211 20 No No
## 4212 24 No No
## 4213 26 No No
## 4214 24 No No
## 4215 19 No No
## 4216 18 No No
## 4217 24 No No
## 4218 41 No No
## 4219 28 No No
## 4220 37 No No
## 4221 32 No No
## 4222 35 No No
## 4223 47 No No
## 4224 32 No No
## 4225 55 No No
## 4226 22 No No
## 4227 20 No No
## 4228 14 No No
## 4229 28 No Yes
## 4230 20 No No
## 4231 19 No No
## 4232 23 No No
## 4233 25 No No
## 4234 30 No No
## 4235 33 No No
## 4236 24 No No
## 4237 27 No No
## 4238 21 No No
## 4239 25 No No
## 4240 21 No No
## 4241 18 No No
## 4242 21 No No
## 4243 30 No No
## 4244 29 No No
## 4245 28 No No
## 4246 35 No No
## 4247 29 Yes No
## 4248 32 No No
## 4249 22 No No
## 4250 31 No No
## 4251 29 Yes No
## 4252 19 No No
## 4253 24 No No
## 4254 21 No No
## 4255 28 No No
## 4256 27 No No
## 4257 28 No No
## 4258 24 No No
## 4259 25 No No
## 4260 29 Yes No
## 4261 29 No No
## 4262 35 Yes No
## 4263 27 No No
## 4264 42 No No
## 4265 21 No No
## 4266 28 No No
## 4267 25 No No
## 4268 31 Yes No
## 4269 30 Yes No
## 4270 22 No No
## 4271 31 No No
## 4272 48 No No
## 4273 43 Yes No
## 4274 21 No No
## 4275 35 Yes No
## 4276 24 No No
## 4277 23 No No
## 4278 18 No No
## 4279 42 No No
## 4280 32 No No
## 4281 22 No No
## 4282 17 No No
## 4283 18 No No
## 4284 26 No No
## 4285 32 No No
## 4286 23 No No
## 4287 31 No No
## 4288 22 No No
## 4289 28 No No
## 4290 27 No No
## 4291 57 Yes No
## 4292 28 No Yes
## 4293 23 Yes No
## 4294 28 No No
## 4295 38 No No
## 4296 33 No No
## 4297 33 No No
## 4298 28 No No
## 4299 32 Yes No
## 4300 28 No No
## 4301 25 No No
## 4302 25 No No
## 4303 19 No No
## 4304 23 No No
## 4305 24 No No
## 4306 18 No No
## 4307 30 No No
## 4308 16 No No
## 4309 32 No No
## 4310 27 No No
## 4311 30 No No
## 4312 23 No No
## 4313 36 No No
## 4314 24 No No
## 4315 27 No No
## 4316 40 No No
## 4317 18 No No
## 4318 18 No No
## 4319 23 No No
## 4320 29 No No
## 4321 43 Yes No
## 4322 27 No No
## 4323 20 No No
## 4324 23 No No
## 4325 21 No No
## 4326 25 No No
## 4327 17 No No
## 4328 34 No No
## 4329 27 No No
## 4330 26 Yes No
## 4331 43 Yes No
## 4332 33 No No
## 4333 37 No No
## 4334 41 No No
## 4335 35 No No
## 4336 26 No No
## 4337 24 Yes No
## 4338 32 No No
## 4339 29 No No
## 4340 20 No No
## 4341 33 No No
## 4342 14 No No
## 4343 33 No No
## 4344 27 No Yes
## 4345 35 No No
## 4346 30 No No
## 4347 32 No No
## 4348 47 No No
## 4349 31 No No
## 4350 23 No No
## 4351 40 Yes No
## 4352 34 No No
## 4353 16 No No
## 4354 26 No No
## 4355 19 No No
## 4356 34 No No
## 4357 23 No Yes
## 4358 32 No Yes
## 4359 26 No No
## 4360 35 No No
## 4361 18 No No
## 4362 30 No No
## 4363 32 No No
## 4364 21 No No
## 4365 23 No No
## 4366 31 No No
## 4367 26 Yes Yes
## 4368 20 No No
## 4369 28 No No
## 4370 40 No No
## 4371 18 No No
## 4372 44 No No
## 4373 25 No No
## 4374 28 No No
## 4375 39 Yes No
## 4376 34 No No
## 4377 31 No No
## 4378 35 No No
## 4379 32 No No
## 4380 30 No No
## 4381 27 No No
## 4382 20 No No
## 4383 29 No No
## 4384 23 No No
## 4385 46 No No
## 4386 27 No No
## 4387 25 No No
## 4388 25 No No
## 4389 33 No No
## 4390 27 No No
## 4391 28 No No
## 4392 33 No No
## 4393 38 No No
## 4394 27 No No
## 4395 17 No No
## 4396 27 No No
## 4397 22 No No
## 4398 28 No No
## 4399 21 No No
## 4400 30 No No
## 4401 18 No No
## 4402 45 Yes No
## 4403 39 No No
## 4404 31 Yes Yes
## 4405 23 No No
## 4406 27 No No
## 4407 26 No No
## 4408 19 No No
## 4409 26 No No
## 4410 19 No No
## 4411 25 No No
## 4412 37 No No
## 4413 30 No No
## 4414 16 No No
## 4415 25 No No
## 4416 26 No No
## 4417 29 No No
## 4418 38 No No
## 4419 35 No No
## 4420 21 No No
## 4421 31 No No
## 4422 26 No No
## 4423 33 No No
## 4424 24 No No
## 4425 44 No No
## 4426 25 No No
## 4427 22 No No
## 4428 24 No No
## 4429 32 No No
## 4430 33 No No
## 4431 26 No No
## 4432 37 No No
## 4433 39 No No
## 4434 19 No No
## 4435 30 No No
## 4436 23 No No
## 4437 34 No No
## 4438 38 No No
## 4439 32 No No
## 4440 34 No No
## 4441 44 No No
## 4442 32 No No
## 4443 26 No No
## 4444 27 No No
## 4445 32 No No
## 4446 43 No No
## 4447 33 No No
## 4448 26 No No
## 4449 46 No No
## 4450 36 No No
## 4451 34 Yes Yes
## 4452 29 No No
## 4453 16 No No
## 4454 35 No No
## 4455 23 Yes No
## 4456 33 No No
## 4457 40 No No
## 4458 14 No No
## 4459 34 No No
## 4460 33 No No
## 4461 31 No No
## 4462 16 No No
## 4463 50 No No
## 4464 35 No No
## 4465 39 No No
## 4466 27 No No
## 4467 32 No No
## 4468 15 No No
## 4469 28 No No
## 4470 19 No No
## 4471 25 No No
## 4472 26 No No
## 4473 39 Yes No
## 4474 38 No No
## 4475 33 No No
## 4476 32 No No
## 4477 25 No No
## 4478 37 No No
## 4479 30 No No
## 4480 27 No No
## 4481 32 No No
## 4482 26 No No
## 4483 27 No No
## 4484 36 No No
## 4485 36 No No
## 4486 37 No No
## 4487 19 No No
## 4488 21 No No
## 4489 26 No No
## 4490 35 No No
## 4491 32 No No
## 4492 23 No No
## 4493 33 No No
## 4494 29 No No
## 4495 29 No No
## 4496 20 No No
## 4497 27 No No
## 4498 25 No No
## 4499 30 No No
## 4500 23 No No
## 4501 26 No No
## 4502 18 No No
## 4503 47 No No
## 4504 29 No No
## 4505 19 No No
## 4506 13 No No
## 4507 32 No No
## 4508 31 Yes No
## 4509 31 No No
## 4510 20 No No
## 4511 33 No No
## 4512 30 No No
## 4513 30 No No
## 4514 34 No Yes
## 4515 34 No Yes
## 4516 48 No No
## 4517 22 No No
## 4518 30 No No
## 4519 35 No No
## 4520 33 No No
## 4521 24 No No
## 4522 25 No No
## 4523 25 No No
## 4524 29 No No
## 4525 17 No No
## 4526 29 No No
## 4527 21 No No
## 4528 24 No No
## 4529 25 No No
## 4530 34 No No
## 4531 27 No No
## 4532 31 No No
## 4533 31 Yes No
## 4534 30 No No
## 4535 26 Yes No
## 4536 27 No No
## 4537 22 No No
## 4538 29 No No
## 4539 26 No No
## 4540 24 No No
## 4541 23 No No
## 4542 30 No No
## 4543 37 No No
## 4544 25 No No
## 4545 35 No No
## 4546 27 No No
## 4547 28 No No
## 4548 29 No No
## 4549 34 Yes No
## 4550 24 No No
## 4551 36 No No
## 4552 24 No No
## 4553 34 No No
## 4554 30 No No
## 4555 28 No No
## 4556 28 Yes No
## 4557 23 No No
## 4558 20 No No
## 4559 21 No No
## 4560 34 No No
## 4561 29 No No
## 4562 37 No No
## 4563 31 No No
## 4564 31 No No
## 4565 34 No No
## 4566 17 No No
## 4567 39 No No
## 4568 22 No No
## 4569 29 No No
## 4570 27 No No
## 4571 16 No No
## 4572 23 Yes No
## 4573 33 No No
## 4574 15 No No
## 4575 28 Yes No
## 4576 22 No No
## 4577 20 No No
## 4578 22 No No
## 4579 22 No No
## 4580 26 No No
## 4581 22 No No
## 4582 21 No No
## 4583 30 No No
## 4584 14 No No
## 4585 24 No No
## 4586 17 No No
## 4587 29 No No
## 4588 26 No No
## 4589 51 No No
## 4590 29 No No
## 4591 18 No No
## 4592 21 No No
## 4593 16 No No
## 4594 27 Yes Yes
## 4595 20 No No
## 4596 23 No No
## 4597 30 No No
## 4598 16 No No
## 4599 31 No No
## 4600 33 No No
## 4601 17 No No
## 4602 19 No No
## 4603 14 No No
## 4604 32 No No
## 4605 37 Yes No
## 4606 27 No No
## 4607 25 No No
## 4608 20 No No
## 4609 21 No No
## 4610 38 No No
## 4611 17 No No
## 4612 28 No No
## 4613 30 No No
## 4614 34 No No
## 4615 19 No No
## 4616 21 No No
## 4617 32 No No
## 4618 27 Yes No
## 4619 27 No No
## 4620 29 No No
## 4621 28 No No
## 4622 24 No No
## 4623 24 No No
## 4624 23 No No
## 4625 32 Yes No
## 4626 33 No No
## 4627 33 No No
## 4628 30 No No
## 4629 36 No No
## 4630 29 No No
## 4631 38 Yes No
## 4632 30 No No
## 4633 36 No No
## 4634 18 No No
## 4635 25 No No
## 4636 32 No No
## 4637 25 No No
## 4638 31 No No
## 4639 27 No No
## 4640 18 No No
## 4641 20 No No
## 4642 26 No No
## 4643 30 No No
## 4644 30 Yes No
## 4645 30 No No
## 4646 24 No No
## 4647 60 No No
## 4648 24 No No
## 4649 38 No No
## 4650 18 No No
## 4651 17 No No
## 4652 29 No No
## 4653 16 No No
## 4654 34 No No
## 4655 27 No No
## 4656 47 No No
## 4657 18 No No
## 4658 24 No No
## 4659 25 No No
## 4660 30 No No
## 4661 26 No No
## 4662 25 No No
## 4663 32 No No
## 4664 45 Yes Yes
## 4665 24 No No
## 4666 32 No No
## 4667 47 No No
## 4668 34 No No
## 4669 18 No No
## 4670 44 No No
## 4671 36 No No
## 4672 19 No No
## 4673 22 No No
## 4674 20 No No
## 4675 36 No No
## 4676 27 No No
## 4677 42 No No
## 4678 26 No Yes
## 4679 23 No No
## 4680 18 No No
## 4681 18 No No
## 4682 31 No No
## 4683 30 No No
## 4684 43 No No
## 4685 23 No No
## 4686 36 No No
## 4687 32 No No
## 4688 18 No No
## 4689 25 No No
## 4690 29 No No
## 4691 32 No No
## 4692 25 No No
## 4693 23 No No
## 4694 23 No No
## 4695 21 No No
## 4696 30 No No
## 4697 37 No No
## 4698 42 No No
## 4699 23 No No
## 4700 35 No No
## 4701 32 Yes No
## 4702 27 No No
## 4703 46 No No
## 4704 30 Yes No
## 4705 34 No No
## 4706 18 No No
## 4707 16 No No
## 4708 33 No No
## 4709 18 No No
## 4710 25 No No
## 4711 24 No No
## 4712 33 No No
## 4713 24 No No
## 4714 23 No No
## 4715 54 No No
## 4716 28 No No
## 4717 38 No No
## 4718 37 No No
## 4719 19 No No
## 4720 29 No No
## 4721 26 No No
## 4722 20 No No
## 4723 34 No No
## 4724 42 No No
## 4725 37 No No
## 4726 39 No No
## 4727 28 No No
## 4728 30 No No
## 4729 33 No No
## 4730 32 No No
## 4731 40 No No
## 4732 24 Yes No
## 4733 31 No No
## 4734 27 No No
## 4735 13 No No
## 4736 23 No No
## 4737 16 No No
## 4738 14 No No
## 4739 38 Yes No
## 4740 38 Yes No
## 4741 32 No No
## 4742 30 No No
## 4743 28 No No
## 4744 35 Yes No
## 4745 21 No No
## 4746 28 No No
## 4747 28 No No
## 4748 28 Yes No
## 4749 37 No No
## 4750 21 No No
## 4751 19 No No
## 4752 16 No No
## 4753 33 No No
## 4754 21 No No
## 4755 28 No No
## 4756 41 No No
## 4757 24 No No
## 4758 56 Yes No
## 4759 28 No No
## 4760 33 No No
## 4761 38 No No
## 4762 33 No No
## 4763 22 No No
## 4764 37 No No
## 4765 23 No No
## 4766 39 No No
## 4767 21 No No
## 4768 31 No No
## 4769 28 No No
## 4770 21 No No
## 4771 15 No No
## 4772 29 No No
## 4773 26 No No
## 4774 16 No No
## 4775 27 No No
## 4776 28 No No
## 4777 37 No No
## 4778 21 No No
## 4779 30 No No
## 4780 29 No No
## 4781 26 No No
## 4782 46 No No
## 4783 26 No No
## 4784 23 No No
## 4785 28 No No
## 4786 20 No No
## 4787 24 No No
## 4788 32 No No
## 4789 30 Yes No
## 4790 24 No No
## 4791 26 No Yes
## 4792 34 Yes No
## 4793 21 No No
## 4794 15 No No
## 4795 17 No No
## 4796 26 No No
## 4797 24 No No
## 4798 26 No No
## 4799 23 No No
## 4800 30 No No
## 4801 23 No No
## 4802 18 No No
## 4803 32 No No
## 4804 24 No No
## 4805 27 No No
## 4806 34 No No
## 4807 28 No No
## 4808 40 No No
## 4809 31 No No
## 4810 24 No No
## 4811 38 No No
## 4812 29 No No
## 4813 24 No Yes
## 4814 49 No No
## 4815 35 No No
## 4816 29 No No
## 4817 28 No No
## 4818 22 No No
## 4819 29 No No
## 4820 45 No No
## 4821 27 No No
## 4822 28 No No
## 4823 20 No No
## 4824 31 No No
## 4825 17 No No
## 4826 24 No No
## 4827 24 No No
## 4828 31 No No
## 4829 31 No No
## 4830 29 No No
## 4831 30 No No
## 4832 27 No No
## 4833 15 No No
## 4834 26 No No
## 4835 24 No No
## 4836 17 No No
## 4837 20 No No
## 4838 18 No No
## 4839 28 No No
## 4840 28 No No
## 4841 24 No No
## 4842 25 No No
## 4843 29 No No
## 4844 21 No No
## 4845 26 No No
## 4846 26 No No
## 4847 26 No No
## 4848 24 No No
## 4849 25 No No
## 4850 34 No No
## 4851 42 No No
## 4852 24 No No
## 4853 19 No No
## 4854 29 No No
## 4855 22 No No
## 4856 27 No No
## 4857 24 No No
## 4858 25 No No
## 4859 41 No No
## 4860 47 No No
## 4861 23 No No
## 4862 22 No No
## 4863 29 No No
## 4864 32 No No
## 4865 36 No No
## 4866 27 No No
## 4867 24 No No
## 4868 37 No No
## 4869 25 No No
## 4870 24 No No
## 4871 24 No No
## 4872 28 No No
## 4873 16 No No
## 4874 35 No No
## 4875 40 No No
## 4876 24 No No
## 4877 25 No No
## 4878 37 No No
## 4879 23 No No
## 4880 21 No No
## 4881 15 No No
## 4882 17 No No
## 4883 28 No No
## 4884 40 No No
## 4885 37 No No
## 4886 24 No No
## 4887 26 No No
## 4888 33 No No
## 4889 21 No No
## 4890 34 No No
## 4891 30 Yes No
## 4892 16 No No
## 4893 21 No No
## 4894 30 Yes No
## 4895 38 No No
## 4896 24 No No
## 4897 17 No No
## 4898 28 No No
## 4899 40 No No
## 4900 17 No No
## 4901 28 Yes No
## 4902 24 No No
## 4903 21 No No
## 4904 46 No No
## 4905 18 No No
## 4906 40 No No
## 4907 30 No No
## 4908 25 No No
## 4909 26 No Nomydata1 <- mydata1[mydata1$Age != 0,]head(mydata1[order(mydata1$Age),], 10)## Gender Age Hypertension Heart_Disease Average_glucose_level Body_mass_index
## 563 Female 1 0 0 58 16
## 598 Female 1 0 0 60 17
## 608 Female 1 0 0 102 17
## 685 Female 1 0 0 130 14
## 754 Female 1 0 0 60 17
## 845 Male 1 0 0 89 21
## 851 Female 1 0 0 126 18
## 914 Female 1 0 0 109 19
## 952 Male 1 0 0 123 15
## 996 Male 1 0 0 90 18
## HypertensionF Heart_diseaseF
## 563 No No
## 598 No No
## 608 No No
## 685 No No
## 754 No No
## 845 No No
## 851 No No
## 914 No No
## 952 No No
## 996 No Noround(mean(mydata1$Body_mass_index),2)## [1] 28.54The average body mass index is 28.54.
(median(mydata1$Average_glucose_level))## [1] 91Half of the patients have average glucose level 91 or less, the other half more.
print(max(mydata1$Average_glucose_level, na.rm=TRUE)-min(mydata1$Average_glucose_level, na.rm=TRUE))## [1] 216The difference between the max and min average glucose level is 206.
library(ggplot2)
ggplot(mydata1, aes(x=Body_mass_index, fill=Gender)) +
geom_histogram(position = position_dodge(width=4), binwidth = 5, colour="gray") +
facet_wrap(~HypertensionF, ncol = 1) +
ylab("Hypertension") +
labs(fill="Gender")
Based on the graph shown above, we can see that female patients have
higher body mass index than male patients. But the population is not
very representative to show the connection between body mass index and
hypertension, since there is more patients who do not have
hypertension.
library(car)## Loading required package: carData##
## Attaching package: 'car'## The following object is masked from 'package:dplyr':
##
## recodescatterplotMatrix(mydata1[,c(2,5,6)], smooth = FALSE)
Based on a scatter plot analysis we can see that there is some positive correlation between age as a dependent variable, average glucose level and body mass index as an independent variables.