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
|
---|---|---|---|---|---|---|
51 | female | 20.6 | 0 | no | southwest | 9,264.797 |
47 | male | 47.52 | 1 | no | southeast | 8,083.9198 |
64 | female | 32.965 | 0 | no | northwest | 14,692.66935 |
49 | male | 32.3 | 3 | no | northwest | 10,269.46 |
31 | male | 20.4 | 0 | no | southwest | 3,260.199 |
52 | female | 38.38 | 2 | no | northeast | 11,396.9002 |
33 | female | 24.31 | 0 | no | southeast | 4,185.0979 |
47 | female | 23.6 | 1 | no | southwest | 8,539.671 |
38 | male | 21.12 | 3 | no | southeast | 6,652.5288 |
32 | male | 30.03 | 1 | no | southeast | 4,074.4537 |
19 | male | 17.48 | 0 | no | northwest | 1,621.3402 |
44 | female | 20.235 | 1 | yes | northeast | 19,594.80965 |
26 | female | 17.195 | 2 | yes | northeast | 14,455.64405 |
25 | male | 23.9 | 5 | no | southwest | 5,080.096 |
19 | female | 35.15 | 0 | no | northwest | 2,134.9015 |
43 | female | 35.64 | 1 | no | southeast | 7,345.7266 |
52 | male | 34.1 | 0 | no | southeast | 9,140.951 |
36 | female | 22.6 | 2 | yes | southwest | 18,608.262 |
64 | male | 39.16 | 1 | no | southeast | 14,418.2804 |
63 | female | 26.98 | 0 | yes | northwest | 28,950.4692 |
64 | male | 33.88 | 0 | yes | southeast | 46,889.2612 |
61 | male | 35.86 | 0 | yes | southeast | 46,599.1084 |
40 | male | 32.775 | 1 | yes | northeast | 39,125.33225 |
25 | male | 30.59 | 0 | no | northeast | 2,727.3951 |
48 | male | 30.2 | 2 | no | southwest | 8,968.33 |
45 | male | 24.31 | 5 | no | southeast | 9,788.8659 |
38 | female | 27.265 | 1 | no | northeast | 6,555.07035 |
18 | female | 29.165 | 0 | no | northeast | 7,323.734819 |
21 | female | 16.815 | 1 | no | northeast | 3,167.45585 |
27 | female | 30.4 | 3 | no | northwest | 18,804.7524 |
19 | male | 33.1 | 0 | no | southwest | 23,082.95533 |
29 | female | 20.235 | 2 | no | northwest | 4,906.40965 |
42 | male | 26.9 | 0 | no | southwest | 5,969.723 |
60 | female | 30.5 | 0 | no | southwest | 12,638.195 |
31 | male | 28.595 | 1 | no | northwest | 4,243.59005 |
60 | male | 33.11 | 3 | no | southeast | 13,919.8229 |
22 | male | 31.73 | 0 | no | northeast | 2,254.7967 |
35 | male | 28.9 | 3 | no | southwest | 5,926.846 |
52 | female | 46.75 | 5 | no | southeast | 12,592.5345 |
26 | male | 29.45 | 0 | no | northeast | 2,897.3235 |
31 | female | 32.68 | 1 | no | northwest | 4,738.2682 |
33 | female | 33.5 | 0 | yes | southwest | 37,079.372 |
18 | male | 43.01 | 0 | no | southeast | 1,149.3959 |
59 | female | 36.52 | 1 | no | southeast | 28,287.89766 |
56 | male | 26.695 | 1 | yes | northwest | 26,109.32905 |
45 | female | 33.1 | 0 | no | southwest | 7,345.084 |
60 | male | 29.64 | 0 | no | northeast | 12,730.9996 |
56 | female | 25.65 | 0 | no | northwest | 11,454.0215 |
40 | female | 29.6 | 0 | no | southwest | 5,910.944 |
35 | male | 38.6 | 1 | no | southwest | 4,762.329 |
39 | male | 29.6 | 4 | no | southwest | 7,512.267 |
30 | male | 24.13 | 1 | no | northwest | 4,032.2407 |
24 | male | 23.4 | 0 | no | southwest | 1,969.614 |
20 | male | 29.735 | 0 | no | northwest | 1,769.53165 |
32 | male | 46.53 | 2 | no | southeast | 4,686.3887 |
59 | male | 37.4 | 0 | no | southwest | 21,797.0004 |
55 | female | 30.14 | 2 | no | southeast | 11,881.9696 |
57 | female | 30.495 | 0 | no | northwest | 11,840.77505 |
56 | male | 39.6 | 0 | no | southwest | 10,601.412 |
40 | female | 33 | 3 | no | southeast | 7,682.67 |
49 | female | 36.63 | 3 | no | southeast | 10,381.4787 |
42 | male | 30 | 0 | yes | southwest | 22,144.032 |
62 | female | 38.095 | 2 | no | northeast | 15,230.32405 |
56 | male | 25.935 | 0 | no | northeast | 11,165.41765 |
19 | male | 25.175 | 0 | no | northwest | 1,632.03625 |
30 | female | 28.38 | 1 | yes | southeast | 19,521.9682 |
60 | female | 28.7 | 1 | no | southwest | 13,224.693 |
56 | female | 33.82 | 2 | no | northwest | 12,643.3778 |
28 | female | 24.32 | 1 | no | northeast | 23,288.9284 |
18 | female | 24.09 | 1 | no | southeast | 2,201.0971 |
27 | male | 32.67 | 0 | no | southeast | 2,497.0383 |
18 | female | 30.115 | 0 | no | northeast | 2,203.47185 |
19 | female | 29.8 | 0 | no | southwest | 1,744.465 |
47 | female | 33.345 | 0 | no | northeast | 20,878.78443 |
54 | male | 25.1 | 3 | yes | southwest | 25,382.297 |
61 | male | 28.31 | 1 | yes | northwest | 28,868.6639 |
24 | male | 28.5 | 0 | yes | northeast | 35,147.52848 |
25 | male | 35.625 | 0 | no | northwest | 2,534.39375 |
21 | male | 36.85 | 0 | no | southeast | 1,534.3045 |
23 | male | 32.56 | 0 | no | southeast | 1,824.2854 |
63 | male | 41.325 | 3 | no | northwest | 15,555.18875 |
49 | male | 37.51 | 2 | no | southeast | 9,304.7019 |
18 | female | 31.35 | 0 | no | southeast | 1,622.1885 |
51 | female | 39.5 | 1 | no | southwest | 9,880.068 |
48 | male | 34.3 | 3 | no | southwest | 9,563.029 |
31 | female | 31.065 | 0 | no | northeast | 4,347.02335 |
54 | female | 21.47 | 3 | no | northwest | 12,475.3513 |
19 | male | 28.7 | 0 | no | southwest | 1,253.936 |
44 | female | 38.06 | 0 | yes | southeast | 48,885.13561 |
53 | male | 31.16 | 1 | no | northwest | 10,461.9794 |
19 | female | 32.9 | 0 | no | southwest | 1,748.774 |
61 | female | 25.08 | 0 | no | southeast | 24,513.09126 |
18 | female | 25.08 | 0 | no | northeast | 2,196.4732 |
61 | male | 43.4 | 0 | no | southwest | 12,574.049 |
21 | male | 25.7 | 4 | yes | southwest | 17,942.106 |
20 | male | 27.93 | 0 | no | northeast | 1,967.0227 |
31 | female | 23.6 | 2 | no | southwest | 4,931.647 |
45 | male | 28.7 | 2 | no | southwest | 8,027.968 |
44 | female | 23.98 | 2 | no | southeast | 8,211.1002 |
62 | female | 39.2 | 0 | no | southwest | 13,470.86 |