age
int64 18
64
| sex
stringclasses 2
values | bmi
float64 16
53.1
| children
int64 0
5
| smoker
stringclasses 2
values | region
stringclasses 4
values | charges
float64 1.12k
63.8k
|
---|---|---|---|---|---|---|
29 | male | 34.4 | 0 | yes | southwest | 36,197.699 |
43 | male | 26.03 | 0 | no | northeast | 6,837.3687 |
51 | male | 23.21 | 1 | yes | southeast | 22,218.1149 |
19 | male | 30.25 | 0 | yes | southeast | 32,548.3405 |
38 | female | 28.93 | 1 | no | southeast | 5,974.3847 |
37 | male | 30.875 | 3 | no | northwest | 6,796.86325 |
22 | male | 31.35 | 1 | no | northwest | 2,643.2685 |
21 | male | 23.75 | 2 | no | northwest | 3,077.0955 |
24 | female | 25.27 | 0 | no | northeast | 3,044.2133 |
57 | female | 28.7 | 0 | no | southwest | 11,455.28 |
56 | male | 32.11 | 1 | no | northeast | 11,763.0009 |
27 | male | 33.66 | 0 | no | southeast | 2,498.4144 |
51 | male | 22.42 | 0 | no | northeast | 9,361.3268 |
19 | male | 30.4 | 0 | no | southwest | 1,256.299 |
39 | male | 28.3 | 1 | yes | southwest | 21,082.16 |
58 | male | 35.7 | 0 | no | southwest | 11,362.755 |
20 | male | 35.31 | 1 | no | southeast | 27,724.28875 |
45 | male | 30.495 | 2 | no | northwest | 8,413.46305 |
35 | female | 31 | 1 | no | southwest | 5,240.765 |
31 | male | 30.875 | 0 | no | northeast | 3,857.75925 |
50 | female | 27.36 | 0 | no | northeast | 25,656.57526 |
32 | female | 44.22 | 0 | no | southeast | 3,994.1778 |
51 | female | 33.915 | 0 | no | northeast | 9,866.30485 |
38 | female | 37.73 | 0 | no | southeast | 5,397.6167 |
42 | male | 26.07 | 1 | yes | southeast | 38,245.59327 |
18 | female | 33.88 | 0 | no | southeast | 11,482.63485 |
19 | female | 30.59 | 2 | no | northwest | 24,059.68019 |
51 | female | 25.8 | 1 | no | southwest | 9,861.025 |
46 | male | 39.425 | 1 | no | northeast | 8,342.90875 |
18 | male | 25.46 | 0 | no | northeast | 1,708.0014 |
57 | male | 42.13 | 1 | yes | southeast | 48,675.5177 |
62 | female | 31.73 | 0 | no | northeast | 14,043.4767 |
59 | male | 29.7 | 2 | no | southeast | 12,925.886 |
37 | male | 36.19 | 0 | no | southeast | 19,214.70553 |
64 | male | 40.48 | 0 | no | southeast | 13,831.1152 |
38 | male | 28.025 | 1 | no | northeast | 6,067.12675 |
33 | female | 38.9 | 3 | no | southwest | 5,972.378 |
46 | female | 30.2 | 2 | no | southwest | 8,825.086 |
46 | female | 28.05 | 1 | no | southeast | 8,233.0975 |
53 | male | 31.35 | 0 | no | southeast | 27,346.04207 |
34 | female | 38 | 3 | no | southwest | 6,196.448 |
20 | female | 31.79 | 2 | no | southeast | 3,056.3881 |
63 | female | 36.3 | 0 | no | southeast | 13,887.204 |
54 | female | 47.41 | 0 | yes | southeast | 63,770.42801 |
54 | male | 30.21 | 0 | no | northwest | 10,231.4999 |
49 | male | 25.84 | 2 | yes | northwest | 23,807.2406 |
28 | male | 35.435 | 0 | no | northeast | 3,268.84665 |
54 | female | 46.7 | 2 | no | southwest | 11,538.421 |
25 | female | 28.595 | 0 | no | northeast | 3,213.62205 |
43 | female | 46.2 | 0 | yes | southeast | 45,863.205 |
63 | male | 30.8 | 0 | no | southwest | 13,390.559 |
32 | female | 28.93 | 0 | no | southeast | 3,972.9247 |
62 | male | 21.4 | 0 | no | southwest | 12,957.118 |
52 | female | 31.73 | 2 | no | northwest | 11,187.6567 |
25 | female | 41.325 | 0 | no | northeast | 17,878.90068 |
28 | male | 23.8 | 2 | no | southwest | 3,847.674 |
46 | male | 33.44 | 1 | no | northeast | 8,334.5896 |
34 | male | 34.21 | 0 | no | southeast | 3,935.1799 |
35 | female | 34.105 | 3 | yes | northwest | 39,983.42595 |
19 | male | 35.53 | 0 | no | northwest | 1,646.4297 |
46 | female | 19.95 | 2 | no | northwest | 9,193.8385 |
54 | female | 32.68 | 0 | no | northeast | 10,923.9332 |
27 | male | 30.5 | 0 | no | southwest | 2,494.022 |
50 | male | 44.77 | 1 | no | southeast | 9,058.7303 |
18 | female | 32.12 | 2 | no | southeast | 2,801.2588 |
19 | female | 30.495 | 0 | no | northwest | 2,128.43105 |
38 | female | 40.565 | 1 | no | northwest | 6,373.55735 |
41 | male | 30.59 | 2 | no | northwest | 7,256.7231 |
49 | female | 31.9 | 5 | no | southwest | 11,552.904 |
48 | male | 40.565 | 2 | yes | northwest | 45,702.02235 |
31 | female | 29.1 | 0 | no | southwest | 3,761.292 |
18 | female | 37.29 | 1 | no | southeast | 2,219.4451 |
30 | female | 43.12 | 2 | no | southeast | 4,753.6368 |
62 | female | 36.86 | 1 | no | northeast | 31,620.00106 |
57 | female | 34.295 | 2 | no | northeast | 13,224.05705 |
58 | female | 27.17 | 0 | no | northwest | 12,222.8983 |
22 | male | 26.84 | 0 | no | southeast | 1,664.9996 |
31 | female | 38.095 | 1 | yes | northeast | 58,571.07448 |
52 | male | 30.2 | 1 | no | southwest | 9,724.53 |
25 | female | 23.465 | 0 | no | northeast | 3,206.49135 |
59 | male | 25.46 | 1 | no | northeast | 12,913.9924 |
19 | male | 30.59 | 0 | no | northwest | 1,639.5631 |
39 | male | 45.43 | 2 | no | southeast | 6,356.2707 |
32 | female | 23.65 | 1 | no | southeast | 17,626.23951 |
19 | male | 20.7 | 0 | no | southwest | 1,242.816 |
33 | female | 28.27 | 1 | no | southeast | 4,779.6023 |
21 | male | 20.235 | 3 | no | northeast | 3,861.20965 |
34 | female | 30.21 | 1 | yes | northwest | 43,943.8761 |
61 | female | 35.91 | 0 | no | northeast | 13,635.6379 |
38 | female | 30.69 | 1 | no | southeast | 5,976.8311 |
58 | female | 29 | 0 | no | southwest | 11,842.442 |
47 | male | 19.57 | 1 | no | northwest | 8,428.0693 |
20 | male | 31.13 | 2 | no | southeast | 2,566.4707 |
21 | female | 21.85 | 1 | yes | northeast | 15,359.1045 |
41 | male | 40.26 | 0 | no | southeast | 5,709.1644 |
46 | female | 33.725 | 1 | no | northeast | 8,823.98575 |
42 | female | 29.48 | 2 | no | southeast | 7,640.3092 |
34 | female | 33.25 | 1 | no | northeast | 5,594.8455 |
43 | male | 32.6 | 2 | no | southwest | 7,441.501 |
52 | female | 37.525 | 2 | no | northwest | 33,471.97189 |