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
|
---|---|---|---|---|---|---|
21 | female | 34.87 | 0 | no | southeast | 2,020.5523 |
50 | female | 44.745 | 0 | no | northeast | 9,541.69555 |
53 | male | 41.47 | 0 | no | southeast | 9,504.3103 |
34 | female | 26.41 | 1 | no | northwest | 5,385.3379 |
47 | female | 29.545 | 1 | no | northwest | 8,930.93455 |
33 | female | 32.9 | 2 | no | southwest | 5,375.038 |
51 | female | 38.06 | 0 | yes | southeast | 44,400.4064 |
49 | male | 28.69 | 3 | no | northwest | 10,264.4421 |
31 | female | 30.495 | 3 | no | northeast | 6,113.23105 |
36 | female | 27.74 | 0 | no | northeast | 5,469.0066 |
18 | male | 35.2 | 1 | no | southeast | 1,727.54 |
50 | female | 23.54 | 2 | no | southeast | 10,107.2206 |
43 | female | 30.685 | 2 | no | northwest | 8,310.83915 |
20 | male | 40.47 | 0 | no | northeast | 1,984.4533 |
24 | female | 22.6 | 0 | no | southwest | 2,457.502 |
60 | male | 28.9 | 0 | no | southwest | 12,146.971 |
49 | female | 22.61 | 1 | no | northwest | 9,566.9909 |
60 | male | 24.32 | 1 | no | northwest | 13,112.6048 |
51 | female | 36.67 | 2 | no | northwest | 10,848.1343 |
58 | female | 33.44 | 0 | no | northwest | 12,231.6136 |
51 | female | 40.66 | 0 | no | northeast | 9,875.6804 |
53 | male | 36.6 | 3 | no | southwest | 11,264.541 |
62 | male | 37.4 | 0 | no | southwest | 12,979.358 |
19 | male | 35.4 | 0 | no | southwest | 1,263.249 |
50 | female | 27.075 | 1 | no | northeast | 10,106.13425 |
30 | female | 39.05 | 3 | yes | southeast | 40,932.4295 |
41 | male | 28.405 | 1 | no | northwest | 6,664.68595 |
29 | female | 21.755 | 1 | yes | northeast | 16,657.71745 |
18 | female | 40.28 | 0 | no | northeast | 2,217.6012 |
41 | female | 36.08 | 1 | no | southeast | 6,781.3542 |
35 | male | 24.42 | 3 | yes | southeast | 19,361.9988 |
53 | male | 21.4 | 1 | no | southwest | 10,065.413 |
24 | female | 30.1 | 3 | no | southwest | 4,234.927 |
48 | female | 27.265 | 1 | no | northeast | 9,447.25035 |
59 | female | 32.1 | 3 | no | southwest | 14,007.222 |
49 | female | 34.77 | 1 | no | northwest | 9,583.8933 |
37 | female | 38.39 | 0 | yes | southeast | 40,419.0191 |
26 | male | 23.7 | 2 | no | southwest | 3,484.331 |
23 | male | 31.73 | 3 | yes | northeast | 36,189.1017 |
29 | male | 35.5 | 2 | yes | southwest | 44,585.45587 |
45 | male | 24.035 | 2 | no | northeast | 8,604.48365 |
27 | male | 29.15 | 0 | yes | southeast | 18,246.4955 |
53 | male | 34.105 | 0 | yes | northeast | 43,254.41795 |
31 | female | 26.62 | 0 | no | southeast | 3,757.8448 |
50 | male | 26.41 | 0 | no | northwest | 8,827.2099 |
50 | female | 30.115 | 1 | no | northwest | 9,910.35985 |
34 | male | 27 | 2 | no | southwest | 11,737.84884 |
19 | male | 21.755 | 0 | no | northwest | 1,627.28245 |
47 | female | 36 | 1 | no | southwest | 8,556.907 |
28 | male | 30.875 | 0 | no | northwest | 3,062.50825 |
37 | female | 26.4 | 0 | yes | southeast | 19,539.243 |
21 | male | 28.975 | 0 | no | northwest | 1,906.35825 |
64 | male | 37.905 | 0 | no | northwest | 14,210.53595 |
58 | female | 22.77 | 0 | no | southeast | 11,833.7823 |
24 | male | 33.63 | 4 | no | northeast | 17,128.42608 |
31 | male | 27.645 | 2 | no | northeast | 5,031.26955 |
39 | female | 22.8 | 3 | no | northeast | 7,985.815 |
47 | female | 27.83 | 0 | yes | southeast | 23,065.4207 |
30 | male | 37.43 | 3 | no | northeast | 5,428.7277 |
18 | male | 38.17 | 0 | yes | southeast | 36,307.7983 |
22 | female | 34.58 | 2 | no | northeast | 3,925.7582 |
23 | male | 35.2 | 1 | no | southwest | 2,416.955 |
33 | male | 27.1 | 1 | yes | southwest | 19,040.876 |
27 | male | 26.03 | 0 | no | northeast | 3,070.8087 |
45 | female | 25.175 | 2 | no | northeast | 9,095.06825 |
57 | female | 31.825 | 0 | no | northwest | 11,842.62375 |
47 | male | 32.3 | 1 | no | southwest | 8,062.764 |
42 | female | 29 | 1 | no | southwest | 7,050.642 |
64 | female | 39.7 | 0 | no | southwest | 14,319.031 |
38 | female | 19.475 | 2 | no | northwest | 6,933.24225 |
61 | male | 36.1 | 3 | no | southwest | 27,941.28758 |
53 | female | 26.7 | 2 | no | southwest | 11,150.78 |
44 | female | 36.48 | 0 | no | northeast | 12,797.20962 |
19 | female | 28.88 | 0 | yes | northwest | 17,748.5062 |
41 | male | 34.2 | 2 | no | northwest | 7,261.741 |
51 | male | 33.33 | 3 | no | southeast | 10,560.4917 |
40 | male | 32.3 | 2 | no | northwest | 6,986.697 |
45 | male | 39.805 | 0 | no | northeast | 7,448.40395 |
35 | male | 34.32 | 3 | no | southeast | 5,934.3798 |
53 | male | 28.88 | 0 | no | northwest | 9,869.8102 |
30 | male | 24.4 | 3 | yes | southwest | 18,259.216 |
18 | male | 41.14 | 0 | no | southeast | 1,146.7966 |
51 | male | 35.97 | 1 | no | southeast | 9,386.1613 |
50 | female | 27.6 | 1 | yes | southwest | 24,520.264 |
31 | female | 29.26 | 1 | no | southeast | 4,350.5144 |
35 | female | 27.7 | 3 | no | southwest | 6,414.178 |
60 | male | 36.955 | 0 | no | northeast | 12,741.16745 |
21 | male | 36.86 | 0 | no | northwest | 1,917.3184 |
29 | male | 22.515 | 3 | no | northeast | 5,209.57885 |
62 | female | 29.92 | 0 | no | southeast | 13,457.9608 |
39 | female | 41.8 | 0 | no | southeast | 5,662.225 |
19 | male | 27.6 | 0 | no | southwest | 1,252.407 |
22 | female | 23.18 | 0 | no | northeast | 2,731.9122 |
53 | male | 20.9 | 0 | yes | southeast | 21,195.818 |
39 | female | 31.92 | 2 | no | northwest | 7,209.4918 |
27 | male | 28.5 | 0 | yes | northwest | 18,310.742 |
30 | male | 44.22 | 2 | no | southeast | 4,266.1658 |
30 | female | 22.895 | 1 | no | northeast | 4,719.52405 |
58 | female | 33.1 | 0 | no | southwest | 11,848.141 |
33 | male | 24.795 | 0 | yes | northeast | 17,904.52705 |