Math102

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Brain Size

Brain Weight Gender Head Size Age Range Outlier?
1530 1 4512 1 Five Number Summary for Head Size
1297 1 3738 1 Minimum:
1335 1 4261 1 1st quartile:
1282 1 3777 1 Median:
1590 1 4177 1 3rd quartile:
1300 1 3585 1 Maximum:
1400 1 3785 1
1255 1 3559 1 Outlier Parameters
1355 1 3613 1 IQR:
1375 1 3982 1 Lower Limit
1340 1 3443 1 Upper Limit
1380 1 3993 1
1355 1 3640 1
1522 1 4208 1
1208 1 3832 1
1405 1 3876 1
1358 1 3497 1
1292 1 3466 1
1340 1 3095 1
1400 1 4424 1
1357 1 3878 1
1287 1 4046 1
1275 1 3804 1
1270 1 3710 1
1635 1 4747 1
1505 1 4423 1
1490 1 4036 1
1485 1 4022 1
1310 1 3454 1
1420 1 4175 1
1318 1 3787 1
1432 1 3796 1
1364 1 4103 1
1405 1 4161 1
1432 1 4158 1
1207 1 3814 1
1375 1 3527 1
1350 1 3748 1
1236 1 3334 1
1250 1 3492 1
1350 1 3962 1
1320 1 3505 1
1525 1 4315 1
1570 1 3804 1
1340 1 3863 1
1422 1 4034 1
1506 1 4308 1
1215 1 3165 1
1311 1 3641 1
1300 1 3644 1
1224 1 3891 1
1350 1 3793 1
1335 1 4270 1
1390 1 4063 1
1400 1 4012 1
1225 1 3458 1
1310 1 3890 1
1560 1 4166 2
1330 1 3935 2
1222 1 3669 2
1415 1 3866 2
1175 1 3393 2
1330 1 4442 2
1485 1 4253 2
1470 1 3727 2
1135 1 3329 2
1310 1 3415 2
1154 1 3372 2
1510 1 4430 2
1415 1 4381 2
1468 1 4008 2
1390 1 3858 2
1380 1 4121 2
1432 1 4057 2
1240 1 3824 2
1195 1 3394 2
1225 1 3558 2
1188 1 3362 2
1252 1 3930 2
1315 1 3835 2
1245 1 3830 2
1430 1 3856 2
1279 1 3249 2
1245 1 3577 2
1309 1 3933 2
1412 1 3850 2
1120 1 3309 2
1220 1 3406 2
1280 1 3506 2
1440 1 3907 2
1370 1 4160 2
1192 1 3318 2
1230 1 3662 2
1346 1 3899 2
1290 1 3700 2
1165 1 3779 2
1240 1 3473 2
1132 1 3490 2
1242 1 3654 2
1270 1 3478 2
1218 1 3495 2
1430 1 3834 2
1588 1 3876 2
1320 1 3661 2
1290 1 3618 2
1260 1 3648 2
1425 1 4032 2
1226 1 3399 2
1360 1 3916 2
1620 1 4430 2
1310 1 3695 2
1250 1 3524 2
1295 1 3571 2
1290 1 3594 2
1290 1 3383 2
1275 1 3499 2
1250 1 3589 2
1270 1 3900 2
1362 1 4114 2
1300 1 3937 2
1173 1 3399 2
1256 1 4200 2
1440 1 4488 2
1180 1 3614 2
1306 1 4051 2
1350 1 3782 2
1125 1 3391 2
1165 1 3124 2
1312 1 4053 2
1300 1 3582 2
1270 1 3666 2
1335 1 3532 2
1450 1 4046 2
1310 1 3667 2
1027 2 2857 1
1235 2 3436 1
1260 2 3791 1
1165 2 3302 1
1080 2 3104 1
1127 2 3171 1
1270 2 3572 1
1252 2 3530 1
1200 2 3175 1
1290 2 3438 1
1334 2 3903 1
1380 2 3899 1
1140 2 3401 1
1243 2 3267 1
1340 2 3451 1
1168 2 3090 1
1322 2 3413 1
1249 2 3323 1
1321 2 3680 1
1192 2 3439 1
1373 2 3853 1
1170 2 3156 1
1265 2 3279 1
1235 2 3707 1
1302 2 4006 1
1241 2 3269 1
1078 2 3071 1
1520 2 3779 1
1460 2 3548 1
1075 2 3292 1
1280 2 3497 1
1180 2 3082 1
1250 2 3248 1
1190 2 3358 1
1374 2 3803 1
1306 2 3566 1
1202 2 3145 1
1240 2 3503 1
1316 2 3571 1
1280 2 3724 1
1350 2 3615 1
1180 2 3203 1
1210 2 3609 1
1127 2 3561 1
1324 2 3979 1
1210 2 3533 1
1290 2 3689 1
1100 2 3158 1
1280 2 4005 1
1175 2 3181 1
1160 2 3479 1
1205 2 3642 1
1163 2 3632 1
1022 2 3069 2
1243 2 3394 2
1350 2 3703 2
1237 2 3165 2
1204 2 3354 2
1090 2 3000 2
1355 2 3687 2
1250 2 3556 2
1076 2 2773 2
1120 2 3058 2
1220 2 3344 2
1240 2 3493 2
1220 2 3297 2
1095 2 3360 2
1235 2 3228 2
1105 2 3277 2
1405 2 3851 2
1150 2 3067 2
1305 2 3692 2
1220 2 3402 2
1296 2 3995 2
1175 2 3318 2
955 2 2720 2
1070 2 2937 2
1320 2 3580 2
1060 2 2939 2
1130 2 2989 2
1250 2 3586 2
1225 2 3156 2
1180 2 3246 2
1178 2 3170 2
1142 2 3268 2
1130 2 3389 2
1185 2 3381 2
1012 2 2864 2
1280 2 3740 2
1103 2 3479 2
1408 2 3647 2
1300 2 3716 2
1246 2 3284 2
1380 2 4204 2
1350 2 3735 2
1060 2 3218 2
1350 2 3685 2
1220 2 3704 2
1110 2 3214 2
1215 2 3394 2
1104 2 3233 2
1170 2 3352 2
1120 2 3391 2

Source: R.J. Gladstone (1905). "A Study of the Relations of the Brain to to the Size of the Head", Biometrika, Vol. 4, pp105-123 Description: Brain weight (grams) and head size (cubic cm) for 237 adults classified by gender and age group. Variables/Columns Gender 8 /* 1=Male, 2=Female */ Age Range 16 /* 1=20-46, 2=46+ */ Head size (cm^3) 21-24 Brain weight (grams) 29-32

Infection Risk

ID Stay Age InfctRsk Culture Xray Beds Census MedSchool Region Nurses Facilities
1 7.13 55.7 4.1 9 39.6 279 207 2 4 241 60
2 8.82 58.2 1.6 3.8 51.7 80 51 2 2 52 40
3 8.34 56.9 2.7 8.1 74 107 82 2 3 54 20 Calculate for Age Column
4 8.95 53.7 5.6 18.9 122.8 147 53 2 4 148 40 mean:
5 11.2 56.5 5.7 34.5 88.9 180 134 2 1 151 40 median:
6 9.76 50.9 5.1 21.9 97 150 147 2 2 106 40 mode:
7 9.68 57.8 4.6 16.7 79 186 151 2 3 129 40 standard deviation:
8 11.18 45.7 5.4 60.5 85.8 640 399 1 2 360 60
9 8.67 48.2 4.3 24.4 90.8 182 130 2 3 118 40
10 8.84 56.3 6.3 29.6 82.6 85 59 2 1 66 40
11 11.07 53.2 4.9 28.5 122 768 591 1 1 656 80
12 8.3 57.2 4.3 6.8 83.8 167 105 2 3 59 40
13 12.78 56.8 7.7 46 116.9 322 252 1 1 349 57.1
14 7.58 56.7 3.7 20.8 88 97 59 2 2 79 37.1
15 9 56.3 4.2 14.6 76.4 72 61 2 3 38 17.1
16 11.08 50.2 5.5 18.6 63.6 387 326 2 3 405 57.1
17 8.28 48.1 4.5 26 101.8 108 84 2 4 73 37.1
18 11.62 53.9 6.4 25.5 99.2 133 113 2 1 101 37.1
19 9.06 52.8 4.2 6.9 75.9 134 103 2 2 125 37.1
20 9.35 53.8 4.1 15.9 80.9 833 547 2 3 519 77.1
21 7.53 42 4.2 23.1 98.9 95 47 2 4 49 17.1
22 10.24 49 4.8 36.3 112.6 195 163 2 2 170 37.1
23 9.78 52.3 5 17.6 95.9 270 240 1 1 198 57.1
24 9.84 62.2 4.8 12 82.3 600 468 2 3 497 57.1
25 9.2 52.2 4 17.5 71.1 298 244 1 4 236 57.1
26 8.28 49.5 3.9 12 113.1 546 413 1 2 436 57.1
27 9.31 47.2 4.5 30.2 101.3 170 124 2 1 173 37.1
28 8.19 52.1 3.2 10.8 59.2 176 156 2 1 88 37.1
29 11.65 54.5 4.4 18.6 96.1 248 217 2 1 189 37.1
30 9.89 50.5 4.9 17.7 103.6 167 113 2 2 106 37.1
31 11.03 49.9 5 19.7 102.1 318 270 2 1 335 57.1
32 9.84 53 5.2 17.7 72.6 210 200 2 2 239 54.3
33 11.77 54.1 5.3 17.3 56 196 164 2 1 165 34.3
34 13.59 54 6.1 24.2 111.7 312 258 2 1 169 54.3
35 9.74 54.4 6.3 11.4 76.1 221 170 2 2 172 54.3
36 10.33 55.8 5 21.2 104.3 266 181 2 1 149 54.3
37 9.97 58.2 2.8 16.5 76.5 90 69 2 2 42 34.3
38 7.84 49.1 4.6 7.1 87.9 60 50 2 3 45 34.3
39 10.47 53.2 4.1 5.7 69.1 196 168 2 2 153 54.3
40 8.16 60.9 1.3 1.9 58 73 49 2 3 21 14.3
41 8.48 51.1 3.7 12.1 92.8 166 145 2 3 118 34.3
42 10.72 53.8 4.7 23.2 94.1 113 90 2 3 107 34.3
43 11.2 45 3 7 78.9 130 95 2 3 56 34.3
44 10.12 51.7 5.6 14.9 79.1 362 313 1 3 264 54.3
45 8.37 50.7 5.5 15.1 84.8 115 96 2 2 88 34.3
46 10.16 54.2 4.6 8.4 51.5 831 581 1 4 629 74.3
47 19.56 59.9 6.5 17.2 113.7 306 273 2 1 172 51.4
48 10.9 57.2 5.5 10.6 71.9 593 446 2 2 211 51.4
49 7.67 51.7 1.8 2.5 40.4 106 93 2 3 35 11.4
50 8.88 51.5 4.2 10.1 86.9 305 238 2 3 197 51.4
51 11.48 57.6 5.6 20.3 82 252 207 2 1 251 51.4
52 9.23 51.6 4.3 11.6 42.6 620 413 2 2 420 71.4
53 11.41 61.1 7.6 16.6 97.9 535 330 2 3 273 51.4
54 12.07 43.7 7.8 52.4 105.3 157 115 2 2 76 31.4
55 8.63 54 3.1 8.4 56.2 76 39 2 1 44 31.4
56 11.15 56.5 3.9 7.7 73.9 281 217 2 1 199 51.4
57 7.14 59 3.7 2.6 75.8 70 37 2 4 35 31.4
58 7.65 47.1 4.3 16.4 65.7 318 265 2 4 314 51.4
59 10.73 50.6 3.9 19.3 101 445 374 1 2 345 51.4
60 11.46 56.9 4.5 15.6 97.7 191 153 2 3 132 31.4
61 10.42 58 3.4 8 59 119 67 2 1 64 31.4
62 11.18 51 5.7 18.8 55.9 595 546 1 2 392 68.6
63 7.93 64.1 5.4 7.5 98.1 68 42 2 4 49 28.6
64 9.66 52.1 4.4 9.9 98.3 83 66 2 2 95 28.6
65 7.78 45.5 5 20.9 71.6 489 391 2 3 329 48.6
66 9.42 50.6 4.3 24.8 62.8 508 421 2 1 528 48.6
67 10.02 49.5 4.4 8.3 93 265 191 2 2 202 48.6
68 8.58 55 3.7 7.4 95.9 304 248 2 3 218 48.6
69 9.61 52.4 4.5 6.9 87.2 487 404 2 3 220 48.6
70 8.03 54.2 3.5 24.3 87.3 97 65 2 1 55 28.6
71 7.39 51 4.2 14.6 88.4 72 38 2 2 67 28.6
72 7.08 52 2 12.3 56.4 87 52 2 3 57 28.6
73 9.53 51.5 5.2 15 65.7 298 241 2 3 193 48.6
74 10.05 52 4.5 36.7 87.5 184 144 1 1 151 68.6
75 8.45 38.8 3.4 12.9 85 235 143 2 2 124 48.6
76 6.7 48.6 4.5 13 80.8 76 51 2 4 79 28.6
77 8.9 49.7 2.9 12.7 86.9 52 37 2 1 35 28.6
78 10.23 53.2 4.9 9.9 77.9 752 595 1 2 446 68.6
79 8.88 55.8 4.4 14.1 76.8 237 165 2 2 182 48.6
80 10.3 59.6 5.1 27.8 88.9 175 113 2 2 73 45.7
81 10.79 44.2 2.9 2.6 56.6 461 320 1 2 196 65.7
82 7.94 49.5 3.5 6.2 92.3 195 139 2 2 116 45.7
83 7.63 52.1 5.5 11.6 61.1 197 109 2 4 110 45.7
84 8.77 54.5 4.7 5.2 47 143 85 2 4 87 25.7
85 8.09 56.9 1.7 7.6 56.9 92 61 2 3 61 45.7
86 9.05 51.2 4.1 20.5 79.8 195 127 2 3 112 45.7
87 7.91 52.8 2.9 11.9 79.5 477 349 2 3 188 65.7
88 10.39 54.6 4.3 14 88.3 353 223 2 2 200 65.7
89 9.36 54.1 4.8 18.3 90.6 165 127 2 1 158 45.7
90 11.41 50.4 5.8 23.8 73 424 359 1 3 335 45.7
91 8.86 51.3 2.9 9.5 87.5 100 65 2 3 53 25.7
92 8.93 56 2 6.2 72.5 95 59 2 3 56 25.7
93 8.92 53.9 1.3 2.2 79.5 56 40 2 2 14 5.7
94 8.15 54.9 5.3 12.3 79.8 99 55 2 4 71 25.7
95 9.77 50.2 5.3 15.7 89.7 154 123 2 2 148 25.7
96 8.54 56.1 2.5 27 82.5 98 57 2 1 75 45.7
97 8.66 52.8 3.8 6.8 69.5 246 178 2 3 177 45.7
98 12.01 52.8 4.8 10.8 96.9 298 237 2 1 115 45.7
99 7.95 51.8 2.3 4.6 54.9 163 128 2 3 93 42.9
100 10.15 51.9 6.2 16.4 59.2 568 452 1 3 371 62.9
101 9.76 53.2 2.6 6.9 80.1 64 47 2 4 55 22.9
102 9.89 45.2 4.3 11.8 108.7 190 141 2 1 112 42.9
103 7.14 57.6 2.7 13.1 92.6 92 40 2 4 50 22.9
104 13.95 65.9 6.6 15.6 133.5 356 308 2 1 182 62.9
105 9.44 52.5 4.5 10.9 58.5 297 230 2 3 263 42.9
106 10.8 63.9 2.9 1.6 57.4 130 69 2 3 62 22.9
107 7.14 51.7 1.4 4.1 45.7 115 90 2 3 19 22.9
108 8.02 55 2.1 3.8 46.5 91 44 2 2 32 22.9
109 11.8 53.8 5.7 9.1 116.9 571 441 1 2 469 62.9
110 9.5 49.3 5.8 42 70.9 98 68 2 3 46 22.9
111 7.7 56.9 4.4 12.2 67.9 129 85 2 4 136 62.9
112 17.94 56.2 5.9 26.4 91.8 835 791 1 1 407 62.9
113 9.41 59.5 3.1 20.6 91.7 29 20 2 3 22 22.9

Attribution: Data source: Applied Regression Models, (4th edition), Kutner, Neter, and Nachtsheim

Medical Expenses

age sex bmi children smoker Expenses z-score outlier?
19 0 27.9 0 1 16884.92 Calculate for Expenses Column
18 1 33.8 1 0 1725.55 mean:
28 1 33 3 0 4449.46 standard deviation:
33 1 22.7 0 0 21984.47 # of outliers:
32 1 28.9 0 0 3866.86
31 0 25.7 0 0 3756.62
46 0 33.4 1 0 8240.59
37 0 27.7 3 0 7281.51
37 1 29.8 2 0 6406.41
60 0 25.8 0 0 28923.14
25 1 26.2 0 0 2721.32
62 0 26.3 0 1 27808.73
23 1 34.4 0 0 1826.84
56 0 39.8 0 0 11090.72
27 1 42.1 0 1 39611.76
19 1 24.6 1 0 1837.24
52 0 30.8 1 0 10797.34
23 1 23.8 0 0 2395.17
56 1 40.3 0 0 10602.39
30 1 35.3 0 1 36837.47
60 0 36 0 0 13228.85
30 0 32.4 1 0 4149.74
18 1 34.1 0 0 1137.01
34 0 31.9 1 1 37701.88
37 1 28 2 0 6203.9
59 0 27.7 3 0 14001.13
63 0 23.1 0 0 14451.84
55 0 32.8 2 0 12268.63
23 1 17.4 1 0 2775.19
31 1 36.3 2 1 38711
22 1 35.6 0 1 35585.58
18 0 26.3 0 0 2198.19
19 0 28.6 5 0 4687.8
63 1 28.3 0 0 13770.1
28 1 36.4 1 1 51194.56
19 1 20.4 0 0 1625.43
62 0 33 3 0 15612.19
26 1 20.8 0 0 2302.3
35 1 36.7 1 1 39774.28
60 1 39.9 0 1 48173.36
24 0 26.6 0 0 3046.06
31 0 36.6 2 0 4949.76
41 1 21.8 1 0 6272.48
37 0 30.8 2 0 6313.76
38 1 37.1 1 0 6079.67
55 1 37.3 0 0 20630.28
18 0 38.7 2 0 3393.36
28 0 34.8 0 0 3556.92
60 0 24.5 0 0 12629.9
36 1 35.2 1 1 38709.18
18 0 35.6 0 0 2211.13
21 0 33.6 2 0 3579.83
48 1 28 1 1 23568.27
36 1 34.4 0 1 37742.58
40 0 28.7 3 0 8059.68
58 1 37 2 1 47496.49
58 0 31.8 2 0 13607.37
18 1 31.7 2 1 34303.17
53 0 22.9 1 1 23244.79
34 0 37.3 2 0 5989.52
43 1 27.4 3 0 8606.22
25 1 33.7 4 0 4504.66
64 1 24.7 1 0 30166.62
28 0 25.9 1 0 4133.64
20 0 22.4 0 1 14711.74
19 0 28.9 0 0 1743.21
61 0 39.1 2 0 14235.07
40 1 26.3 1 0 6389.38
40 0 36.2 0 0 5920.1
28 1 24 3 1 17663.14
27 0 24.8 0 1 16577.78
31 1 28.5 5 0 6799.46
53 0 28.1 3 0 11741.73
58 1 32 1 0 11946.63
44 1 27.4 2 0 7726.85
57 1 34 0 0 11356.66
29 0 29.6 1 0 3947.41
21 1 35.5 0 0 1532.47
22 0 39.8 0 0 2755.02
41 0 33 0 0 6571.02
31 1 26.9 1 0 4441.21
45 0 38.3 0 0 7935.29
22 1 37.6 1 1 37165.16
48 0 41.2 4 0 11033.66
37 0 34.8 2 1 39836.52
45 1 22.9 2 1 21098.55
57 0 31.2 0 1 43578.94
56 0 27.2 0 0 11073.18
46 0 27.7 0 0 8026.67
55 0 27 0 0 11082.58
21 0 39.5 0 0 2026.97
53 0 24.8 1 0 10942.13
59 1 29.8 3 1 30184.94
35 1 34.8 2 0 5729.01
64 0 31.3 2 1 47291.06
28 0 37.6 1 0 3766.88
54 0 30.8 3 0 12105.32
55 1 38.3 0 0 10226.28
56 1 20 0 1 22412.65
38 1 19.3 0 1 15820.7
41 0 31.6 0 0 6186.13
30 1 25.5 0 0 3645.09
18 0 30.1 0 0 21344.85
61 0 29.9 3 1 30942.19
34 0 27.5 1 0 5003.85
20 1 28 1 1 17560.38
19 0 28.4 1 0 2331.52
26 1 30.9 2 0 3877.3
29 1 27.9 0 0 2867.12
63 1 35.1 0 1 47055.53
54 1 33.6 1 0 10825.25
55 0 29.7 2 0 11881.36
37 1 30.8 0 0 4646.76
21 0 35.7 0 0 2404.73
52 1 32.2 3 0 11488.32
60 1 28.6 0 0 30260
58 1 49.1 0 0 11381.33
29 0 27.9 1 1 19107.78
49 0 27.2 0 0 8601.33
37 0 23.4 2 0 6686.43
44 1 37.1 2 0 7740.34
18 1 23.8 0 0 1705.62
20 0 29 0 0 2257.48
44 1 31.4 1 1 39556.49
47 0 33.9 3 0 10115.01
26 0 28.8 0 0 3385.4
19 0 28.3 0 1 17081.08
52 0 37.4 0 0 9634.54
32 0 17.8 2 1 32734.19
38 1 34.7 2 0 6082.41
59 0 26.5 0 0 12815.44
61 0 22 0 0 13616.36
53 0 35.9 2 0 11163.57
19 1 25.6 0 0 1632.56
20 0 28.8 0 0 2457.21
22 0 28.1 0 0 2155.68
19 1 34.1 0 0 1261.44
22 1 25.2 0 0 2045.69
54 0 31.9 3 0 27322.73
22 0 36 0 0 2166.73
34 1 22.4 2 0 27375.9
26 1 32.5 1 0 3490.55
34 1 25.3 2 1 18972.5
29 1 29.7 2 0 18157.88
30 1 28.7 3 1 20745.99
29 0 38.8 3 0 5138.26
46 1 30.5 3 1 40720.55
51 0 37.7 1 0 9877.61
53 0 37.4 1 0 10959.69
19 1 28.4 1 0 1842.52
35 1 24.1 1 0 5125.22
48 1 29.7 0 0 7789.64
32 0 37.1 3 0 6334.34
42 0 23.4 0 1 19964.75
40 0 25.5 1 0 7077.19
44 1 39.5 0 0 6948.7
48 1 24.4 0 1 21223.68
18 1 25.2 0 1 15518.18
30 1 35.5 0 1 36950.26
50 0 27.8 3 0 19749.38
42 0 26.6 0 1 21348.71
18 0 36.9 0 1 36149.48
54 1 39.6 1 0 10450.55
32 0 29.8 2 0 5152.13
37 1 29.6 0 0 5028.15
47 1 28.2 4 0 10407.09
20 0 37 5 0 4830.63
32 0 33.2 3 0 6128.8
19 0 31.8 1 0 2719.28
27 1 18.9 3 0 4827.9
63 1 41.5 0 0 13405.39
49 1 30.3 0 0 8116.68
18 1 16 0 0 1694.8
35 0 34.8 1 0 5246.05
24 0 33.3 0 0 2855.44
63 0 37.7 0 1 48824.45
38 1 27.8 2 0 6455.86
54 1 29.2 1 0 10436.1
46 0 28.9 2 0 8823.28
41 0 33.2 3 0 8538.29
58 1 28.6 0 0 11735.88
18 0 38.3 0 0 1631.82
22 1 20 3 0 4005.42
44 0 26.4 0 0 7419.48
44 1 30.7 2 0 7731.43
36 1 41.9 3 1 43753.34
26 0 29.9 2 0 3981.98
30 0 30.9 3 0 5325.65
41 0 32.2 1 0 6775.96
29 0 32.1 2 0 4922.92
61 1 31.6 0 0 12557.61
36 0 26.2 0 0 4883.87
25 1 25.7 0 0 2137.65
56 0 26.6 1 0 12044.34
18 1 34.4 0 0 1137.47
19 1 30.6 0 0 1639.56
39 0 32.8 0 0 5649.72
45 0 28.6 2 0 8516.83
51 0 18.1 0 0 9644.25
64 0 39.3 0 0 14901.52
19 0 32.1 0 0 2130.68
48 0 32.2 1 0 8871.15
60 0 24 0 0 13012.21
27 0 36.1 0 1 37133.9
46 1 22.3 0 0 7147.11
28 0 28.9 1 0 4337.74
59 1 26.4 0 0 11743.3
35 1 27.7 2 1 20984.09
63 0 31.8 0 0 13880.95
40 1 41.2 1 0 6610.11
20 1 33 1 0 1980.07
40 1 30.9 4 0 8162.72
24 1 28.5 2 0 3537.7
34 0 26.7 1 0 5002.78
45 0 30.9 2 0 8520.03
41 0 37.1 2 0 7371.77
53 0 26.6 0 0 10355.64
27 1 23.1 0 0 2483.74
26 0 29.9 1 0 3392.98
24 0 23.2 0 0 25081.77
34 0 33.7 1 0 5012.47
53 0 33.3 0 0 10564.88
32 1 30.8 3 0 5253.52
19 1 34.8 0 1 34779.62
42 1 24.6 0 1 19515.54
55 1 33.9 3 0 11987.17
28 1 38.1 0 0 2689.5
58 0 41.9 0 0 24227.34
41 0 31.6 1 0 7358.18
47 1 25.5 2 0 9225.26
42 0 36.2 1 0 7443.64
59 0 27.8 3 0 14001.29
19 0 17.8 0 0 1727.79
59 1 27.5 1 0 12333.83
39 1 24.5 2 0 6710.19
40 0 22.2 2 1 19444.27
18 0 26.7 0 0 1615.77
31 1 38.4 2 0 4463.21
19 1 29.1 0 1 17352.68
44 1 38.1 1 0 7152.67
23 0 36.7 2 1 38511.63
33 0 22.1 1 0 5354.07
55 0 26.8 1 0 35160.13
40 1 35.3 3 0 7196.87
63 0 27.7 0 1 29523.17
54 1 30 0 0 24476.48
60 0 38.1 0 0 12648.7
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22 1 34.8 3 0 3443.06
23 1 27.4 1 0 2789.06
21 0 22.1 0 0 2585.85
51 0 37.1 3 1 46255.11
25 1 26.7 4 0 4877.98
32 1 28.9 1 1 19719.69
57 1 29 0 1 27218.44
36 0 30 0 0 5272.18
22 1 39.5 0 0 1682.6
57 1 33.6 1 0 11945.13
64 0 26.9 0 1 29330.98
36 0 29 4 0 7243.81
54 1 24 0 0 10422.92
47 1 38.9 2 1 44202.65
62 1 32.1 0 0 13555
61 0 44 0 0 13063.88
43 0 20 2 1 19798.05
19 1 25.6 1 0 2221.56
18 0 40.3 0 0 1634.57
19 0 22.5 0 0 2117.34
49 1 22.5 0 0 8688.86
60 1 40.9 0 1 48673.56
26 1 27.3 3 0 4661.29
49 1 36.9 0 0 8125.78
60 0 35.1 0 0 12644.59
26 0 29.4 2 0 4564.19
27 1 32.6 3 0 4846.92
44 0 32.3 1 0 7633.72
63 1 39.8 3 0 15170.07
32 0 24.6 0 1 17496.31
22 1 28.3 1 0 2639.04
18 1 31.7 0 1 33732.69
59 0 26.7 3 0 14382.71
44 0 27.5 1 0 7626.99
33 1 24.6 2 0 5257.51
24 0 34 0 0 2473.33
43 0 26.9 0 1 21774.32
45 1 22.9 0 1 35069.37
61 0 28.2 0 0 13041.92
35 0 34.2 1 0 5245.23
62 0 25 0 0 13451.12
62 0 33.2 0 0 13462.52
38 1 31 1 0 5488.26
34 1 35.8 0 0 4320.41
43 1 23.2 0 0 6250.44
50 1 32.1 2 0 25333.33
19 0 23.4 2 0 2913.57
57 0 20.1 1 0 12032.33
62 0 39.2 0 0 13470.8
41 1 34.2 1 0 6289.75
26 1 46.5 1 0 2927.06
39 0 32.5 1 0 6238.3
46 1 25.8 5 0 10096.97
45 0 35.3 0 0 7348.14
32 1 37.2 2 0 4673.39
59 0 27.5 0 0 12233.83
44 1 29.7 2 0 32108.66
39 0 24.2 5 0 8965.8
18 1 26.2 2 0 2304
53 1 29.5 0 0 9487.64
18 1 23.2 0 0 1121.87
50 0 46.1 1 0 9549.57
18 0 40.2 0 0 2217.47
19 1 22.6 0 0 1628.47
62 1 39.9 0 0 12982.87
56 0 35.8 1 0 11674.13
42 1 35.8 2 0 7160.09
37 1 34.2 1 1 39047.29
42 1 31.3 0 0 6358.78
25 1 29.7 3 1 19933.46
57 1 18.3 0 0 11534.87
51 1 42.9 2 1 47462.89
30 0 28.4 1 0 4527.18
44 1 30.2 2 1 38998.55
34 1 27.8 1 1 20009.63
31 1 39.5 1 0 3875.73
54 1 30.8 1 1 41999.52
24 1 26.8 1 0 12609.89
43 1 35 1 1 41034.22
48 1 36.7 1 0 28468.92
19 0 39.6 1 0 2730.11
29 0 25.9 0 0 3353.28
63 0 35.2 1 0 14474.68
46 1 24.8 3 0 9500.57
52 1 36.8 2 0 26467.1
35 1 27.1 1 0 4746.34
51 1 24.8 2 1 23967.38
44 1 25.4 1 0 7518.03
21 1 25.7 2 0 3279.87
39 0 34.3 5 0 8596.83
50 0 28.2 3 0 10702.64
34 0 23.6 0 0 4992.38
22 0 20.2 0 0 2527.82
19 0 40.5 0 0 1759.34
26 1 35.4 0 0 2322.62
29 1 22.9 0 1 16138.76
48 1 40.2 0 0 7804.16
26 1 29.2 1 0 2902.91
45 0 40 3 0 9704.67
36 0 29.9 0 0 4889.04
54 1 25.5 1 0 25517.11
34 1 21.4 0 0 4500.34
31 1 25.9 3 1 19199.94
27 0 30.6 1 0 16796.41
20 1 30.1 5 0 4915.06
44 0 25.8 1 0 7624.63
43 1 30.1 3 0 8410.05
45 0 27.6 1 0 28340.19
34 1 34.7 0 0 4518.83
24 0 20.5 0 1 14571.89
26 0 19.8 1 0 3378.91
38 0 27.8 2 0 7144.86
50 0 31.6 2 0 10118.42
38 1 28.3 1 0 5484.47
27 0 20 3 1 16420.49
39 0 23.3 3 0 7986.48
39 0 34.1 3 0 7418.52
63 0 36.9 0 0 13887.97
33 0 36.3 3 0 6551.75
36 0 26.9 0 0 5267.82
30 1 23 2 1 17361.77
24 1 32.7 0 1 34472.84
24 1 25.8 0 0 1972.95
48 1 29.6 0 0 21232.18
47 1 19.2 1 0 8627.54
29 1 31.7 2 0 4433.39
28 1 29.3 2 0 4438.26
47 1 28.2 3 1 24915.22
25 1 25 2 0 23241.47
51 1 27.7 1 0 9957.72
48 0 22.8 0 0 8269.04
43 1 20.1 2 1 18767.74
61 0 33.3 4 0 36580.28
48 1 32.3 1 0 8765.25
38 0 27.6 0 0 5383.54
59 1 25.5 0 0 12124.99
19 0 24.6 1 0 2709.24
26 0 34.2 2 0 3987.93
54 0 35.8 3 0 12495.29
21 0 32.7 2 0 26018.95
51 1 37 0 0 8798.59
22 0 31 3 1 35595.59
47 1 36.1 1 1 42211.14
18 1 23.3 1 0 1711.03
47 0 45.3 1 0 8569.86
21 0 34.6 0 0 2020.18
19 1 26 1 1 16450.89
23 1 18.7 0 0 21595.38
54 1 31.6 0 0 9850.43
37 0 17.3 2 0 6877.98
46 0 23.7 1 1 21677.28
55 0 35.2 0 1 44423.8
30 0 27.9 0 0 4137.52
18 1 21.6 0 1 13747.87
61 1 38.4 0 0 12950.07
54 0 23 3 0 12094.48
22 1 37.1 2 1 37484.45
45 0 30.5 1 1 39725.52
22 1 28.9 0 0 2250.84
19 1 27.3 2 0 22493.66
35 0 28 0 1 20234.85
18 1 23.1 0 0 1704.7
20 1 30.7 0 1 33475.82
28 0 25.8 0 0 3161.45
55 1 35.2 1 0 11394.07
43 0 24.7 2 1 21880.82
43 0 25.1 0 0 7325.05
22 1 52.6 1 1 44501.4
25 0 22.5 1 0 3594.17
49 1 30.9 0 1 39727.61
44 0 37 1 0 8023.14
64 1 26.4 0 0 14394.56
49 1 29.8 1 0 9288.03
47 1 29.8 3 1 25309.49
27 0 21.5 0 0 3353.47
55 1 27.6 0 0 10594.5
48 0 28.9 0 0 8277.52
45 0 31.8 0 0 17929.3
24 0 39.5 0 0 2480.98
32 1 33.8 1 0 4462.72
24 1 32 0 0 1981.58
57 1 27.9 1 0 11554.22
59 1 41.1 1 1 48970.25
36 1 28.6 3 0 6548.2
29 0 25.6 4 0 5708.87
42 0 25.3 1 0 7045.5
48 1 37.3 2 0 8978.19
39 1 42.7 0 0 5757.41
63 1 21.7 1 0 14349.85
54 0 31.9 1 0 10928.85
37 1 37.1 1 1 39871.7
63 1 31.4 0 0 13974.46
21 1 31.3 0 0 1909.53
54 0 28.9 2 0 12096.65
60 0 18.3 0 0 13204.29
32 0 29.6 1 0 4562.84
47 0 32 1 0 8551.35
21 1 26 0 0 2102.26
28 1 31.7 0 1 34672.15
63 1 33.7 3 0 15161.53
18 1 21.8 2 0 11884.05
32 1 27.8 1 0 4454.4
38 1 20 1 0 5855.9
32 1 31.5 1 0 4076.5
62 0 30.5 2 0 15019.76
39 0 18.3 5 1 19023.26
55 1 29 0 0 10796.35
57 1 31.5 0 0 11353.23
52 1 47.7 1 0 9748.91
56 1 22.1 0 0 10577.09
47 1 36.2 0 1 41676.08
55 0 29.8 0 0 11286.54
23 1 32.7 3 0 3591.48
22 0 30.4 0 1 33907.55
50 0 33.7 4 0 11299.34
18 0 31.4 4 0 4561.19
51 0 35 2 1 44641.2
22 1 33.8 0 0 1674.63
52 0 30.9 0 0 23045.57
25 0 34 1 0 3227.12
33 0 19.1 2 1 16776.3
53 1 28.6 3 0 11253.42
29 1 38.9 1 0 3471.41
58 1 36.1 0 0 11363.28
37 1 29.8 0 0 20420.6
54 0 31.2 0 0 10338.93
49 0 29.9 0 0 8988.16
50 0 26.2 2 0 10493.95
26 1 30 1 0 2904.09
45 1 20.4 3 0 8605.36
54 0 32.3 1 0 11512.41
38 1 38.4 3 1 41949.24
48 0 25.9 3 1 24180.93
28 0 26.3 3 0 5312.17
23 1 24.5 0 0 2396.1
55 1 32.7 1 0 10807.49
41 1 29.6 5 0 9222.4
25 1 33.3 2 1 36124.57
33 1 35.8 1 1 38282.75
30 0 20 3 0 5693.43
23 0 31.4 0 1 34166.27
46 1 38.2 2 0 8347.16
53 0 36.9 3 1 46661.44
27 0 32.4 1 0 18903.49
23 0 42.8 1 1 40904.2
63 0 25.1 0 0 14254.61
55 1 29.9 0 0 10214.64
35 0 35.9 2 0 5836.52
34 1 32.8 1 0 14358.36
19 0 18.6 0 0 1728.9
39 0 23.9 5 0 8582.3
27 1 45.9 2 0 3693.43
57 1 40.3 0 0 20709.02
52 0 18.3 0 0 9991.04
28 1 33.8 0 0 19673.34
50 0 28.1 3 0 11085.59
44 0 25 1 0 7623.52
26 0 22.2 0 0 3176.29
33 1 30.3 0 0 3704.35
19 0 32.5 0 1 36898.73
50 1 37.1 1 0 9048.03
41 0 32.6 3 0 7954.52
52 0 24.9 0 0 27117.99
39 1 32.3 2 0 6338.08
50 1 32.3 2 0 9630.4
52 1 32.8 3 0 11289.11
60 1 32.8 0 1 52590.83
20 0 31.9 0 0 2261.57
55 1 21.5 1 0 10791.96
42 1 34.1 0 0 5979.73
18 0 30.3 0 0 2203.74
58 0 36.5 0 0 12235.84
43 0 32.6 3 1 40941.29
35 0 35.8 1 0 5630.46
48 0 27.9 4 0 11015.17
36 0 22.1 3 0 7228.22
19 1 44.9 0 1 39722.75
23 0 23.2 2 0 14426.07
20 0 30.6 0 0 2459.72
32 0 41.1 0 0 3989.84
43 0 34.6 1 0 7727.25
34 1 42.1 2 0 5124.19
30 1 38.8 1 0 18963.17
18 0 28.2 0 0 2200.83
41 0 28.3 1 0 7153.55
35 0 26.1 0 0 5227.99
57 1 40.4 0 0 10982.5
29 0 24.6 2 0 4529.48
32 1 35.2 2 0 4670.64
37 0 34.1 1 0 6112.35
18 1 27.4 1 1 17178.68
43 0 26.7 2 1 22478.6
56 0 41.9 0 0 11093.62
38 1 29.3 2 0 6457.84
29 1 32.1 2 0 4433.92
22 0 27.1 0 0 2154.36
52 0 24.1 1 1 23887.66
40 0 27.4 1 0 6496.89
23 0 34.9 0 0 2899.49
31 1 29.8 0 1 19350.37
42 0 41.3 1 0 7650.77
24 0 29.9 0 0 2850.68
25 0 30.3 0 0 2632.99
48 0 27.4 1 0 9447.38
23 0 28.5 1 1 18328.24
45 1 23.6 2 0 8603.82
20 1 35.6 3 1 37465.34
62 0 32.7 0 0 13844.8
43 0 25.3 1 1 21771.34
23 0 28 0 0 13126.68
31 0 32.8 2 0 5327.4
41 0 21.8 1 0 13725.47
58 0 32.4 1 0 13019.16
48 0 36.6 0 0 8671.19
31 0 21.8 0 0 4134.08
19 0 27.9 3 0 18838.7
19 0 30 0 1 33307.55
41 1 33.6 0 0 5699.84
40 1 29.4 1 0 6393.6
31 0 25.8 2 0 4934.71
37 1 24.3 2 0 6198.75
46 1 40.4 2 0 8733.23
22 1 32.1 0 0 2055.32
51 1 32.3 1 0 9964.06
18 0 27.3 3 1 18223.45
35 1 17.9 1 0 5116.5
59 0 34.8 2 0 36910.61
36 1 33.4 2 1 38415.47
37 0 25.6 1 1 20296.86
59 1 37.1 1 0 12347.17
36 1 30.9 1 0 5373.36
39 1 34.1 2 0 23563.02
18 1 21.5 0 0 1702.46
52 0 33.3 2 0 10806.84
27 0 31.3 1 0 3956.07
18 1 39.1 0 0 12890.06
40 1 25.1 0 0 5415.66
29 1 37.3 2 0 4058.12
46 0 34.6 1 1 41661.6
38 0 30.2 3 0 7537.16
30 0 21.9 1 0 4718.2
40 1 25 2 0 6593.51
50 1 25.3 0 0 8442.67
20 0 24.4 0 1 26125.67
41 1 23.9 1 0 6858.48
33 0 39.8 1 0 4795.66
38 1 16.8 2 0 6640.54
42 1 37.2 2 0 7162.01
56 1 34.4 0 0 10594.23
58 1 30.3 0 0 11938.26
52 1 34.5 3 1 60021.4
20 0 21.8 0 1 20167.34
54 0 24.6 3 0 12479.71
58 1 23.3 0 0 11345.52
45 0 27.8 2 0 8515.76
26 1 31.1 0 0 2699.57
63 0 21.7 0 0 14449.85
58 0 28.2 0 0 12224.35
37 1 22.7 3 0 6985.51
25 0 42.1 1 0 3238.44
52 1 41.8 2 1 47269.85
64 1 37 2 1 49577.66
22 0 21.3 3 0 4296.27
28 0 33.1 0 0 3171.61
18 1 33.3 0 0 1135.94
28 1 24.3 5 0 5615.37
45 0 25.7 3 0 9101.8
33 1 29.4 4 0 6059.17
18 0 39.8 0 0 1633.96
32 1 33.6 1 1 37607.53
24 1 29.8 0 1 18648.42
19 1 19.8 0 0 1241.57
20 1 27.3 0 1 16232.85
40 0 29.3 4 0 15828.82
34 0 27.7 0 0 4415.16
42 0 37.9 0 0 6474.01
51 0 36.4 3 0 11436.74
54 0 27.6 1 0 11305.93
55 1 37.7 3 0 30063.58
52 0 23.2 0 0 10197.77
32 0 20.5 0 0 4544.23
28 1 37.1 1 0 3277.16
41 0 28.1 1 0 6770.19
43 0 29.9 1 0 7337.75
49 0 33.3 2 0 10370.91
64 1 23.8 0 1 26926.51
55 0 30.5 0 0 10704.47
24 1 31.1 0 1 34254.05
20 0 33.3 0 0 1880.49
45 1 27.5 3 0 8615.3
26 1 33.9 1 0 3292.53
25 0 34.5 0 0 3021.81
43 1 25.5 5 0 14478.33
35 1 27.6 1 0 4747.05
26 1 27.1 0 1 17043.34
57 1 23.7 0 0 10959.33
22 0 30.4 0 0 2741.95
32 0 29.7 0 0 4357.04
39 1 29.9 1 1 22462.04
25 0 26.8 2 0 4189.11
48 0 33.3 0 0 8283.68
47 0 27.6 2 1 24535.7
18 0 21.7 0 1 14283.46
18 1 30 1 0 1720.35
61 1 36.3 1 1 47403.88
47 0 24.3 0 0 8534.67
28 0 17.3 0 0 3732.63
36 0 25.9 1 0 5472.45
20 1 39.4 2 1 38344.57
44 1 34.3 1 0 7147.47
38 0 20 2 0 7133.9
19 1 34.9 0 1 34828.65
21 1 23.2 0 0 1515.34
46 1 25.7 3 0 9301.89
58 1 25.2 0 0 11931.13
20 1 22 1 0 1964.78
18 1 26.1 0 0 1708.93
28 0 26.5 2 0 4340.44
33 1 27.5 2 0 5261.47
19 0 25.7 1 0 2710.83
45 1 30.4 0 1 62592.87
62 1 30.9 3 1 46718.16
25 0 20.8 1 0 3208.79
43 1 27.8 0 1 37829.72
42 1 24.6 2 1 21259.38
24 0 27.7 0 0 2464.62
29 0 21.9 0 1 16115.3
32 1 28.1 4 1 21472.48
25 0 30.2 0 1 33900.65
41 1 32.2 2 0 6875.96
42 1 26.3 1 0 6940.91
33 0 26.7 0 0 4571.41
34 1 42.9 1 0 4536.26
19 0 34.7 2 1 36397.58
30 0 23.7 3 1 18765.88
18 1 28.3 1 0 11272.33
19 0 20.6 0 0 1731.68
18 1 53.1 0 0 1163.46
35 1 39.7 4 0 19496.72
39 0 26.3 2 0 7201.7
31 1 31.1 3 0 5425.02
62 1 26.7 0 1 28101.33
62 1 38.8 0 0 12981.35
42 0 40.4 2 1 43896.38
31 1 25.9 1 0 4239.89
61 1 33.5 0 0 13143.34
42 0 32.9 0 0 7050.02
51 1 30 1 0 9377.9
23 0 24.2 2 0 22395.74
52 1 38.6 2 0 10325.21
57 0 25.7 2 0 12629.17
23 0 33.4 0 0 10795.94
52 0 44.7 3 0 11411.69
50 1 31 3 0 10600.55
18 0 31.9 0 0 2205.98
18 0 36.9 0 0 1629.83
21 0 25.8 0 0 2007.95
61 0 29.1 0 1 29141.36

Adapted from: Insurance Data Set, Retrieved From: http://www.sci.csueastbay.edu/~esuess/stat6620/#week-6 Gender: 0=female 1=male Smoker: 0=No 1=Yes