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
|
---|---|---|---|---|---|---|
42 | female | 26.18 | 1 | no | southeast | 7,046.7222 |
64 | female | 35.97 | 0 | no | southeast | 14,313.8463 |
21 | male | 22.3 | 1 | no | southwest | 2,103.08 |
18 | female | 42.24 | 0 | yes | southeast | 38,792.6856 |
23 | male | 26.51 | 0 | no | southeast | 1,815.8759 |
45 | female | 35.815 | 0 | no | northwest | 7,731.85785 |
40 | female | 41.42 | 1 | no | northwest | 28,476.73499 |
19 | female | 36.575 | 0 | no | northwest | 2,136.88225 |
18 | male | 30.14 | 0 | no | southeast | 1,131.5066 |
25 | male | 25.84 | 1 | no | northeast | 3,309.7926 |
46 | female | 30.8 | 3 | no | southwest | 9,414.92 |
33 | female | 42.94 | 3 | no | northwest | 6,360.9936 |
54 | male | 21.01 | 2 | no | southeast | 11,013.7119 |
28 | male | 22.515 | 2 | no | northeast | 4,428.88785 |
36 | male | 34.43 | 2 | no | southeast | 5,584.3057 |
20 | female | 31.46 | 0 | no | southeast | 1,877.9294 |
24 | female | 24.225 | 0 | no | northwest | 2,842.76075 |
23 | male | 37.1 | 3 | no | southwest | 3,597.596 |
47 | female | 26.125 | 1 | yes | northeast | 23,401.30575 |
33 | female | 35.53 | 0 | yes | northwest | 55,135.40209 |
45 | male | 33.7 | 1 | no | southwest | 7,445.918 |
26 | male | 17.67 | 0 | no | northwest | 2,680.9493 |
18 | female | 31.13 | 0 | no | southeast | 1,621.8827 |
44 | female | 29.81 | 2 | no | southeast | 8,219.2039 |
60 | male | 24.32 | 0 | no | northwest | 12,523.6048 |
64 | female | 31.825 | 2 | no | northeast | 16,069.08475 |
56 | male | 31.79 | 2 | yes | southeast | 43,813.8661 |
36 | male | 28.025 | 1 | yes | northeast | 20,773.62775 |
41 | male | 30.78 | 3 | yes | northeast | 39,597.4072 |
39 | male | 21.85 | 1 | no | northwest | 6,117.4945 |
63 | male | 33.1 | 0 | no | southwest | 13,393.756 |
36 | female | 25.84 | 0 | no | northwest | 5,266.3656 |
28 | female | 23.845 | 2 | no | northwest | 4,719.73655 |
58 | male | 34.39 | 0 | no | northwest | 11,743.9341 |
36 | male | 33.82 | 1 | no | northwest | 5,377.4578 |
42 | male | 35.97 | 2 | no | southeast | 7,160.3303 |
36 | male | 31.5 | 0 | no | southwest | 4,402.233 |
56 | female | 28.31 | 0 | no | northeast | 11,657.7189 |
35 | female | 23.465 | 2 | no | northeast | 6,402.29135 |
59 | female | 31.35 | 0 | no | northwest | 12,622.1795 |
21 | male | 31.1 | 0 | no | southwest | 1,526.312 |
59 | male | 24.7 | 0 | no | northeast | 12,323.936 |
23 | female | 32.78 | 2 | yes | southeast | 36,021.0112 |
57 | female | 29.81 | 0 | yes | southeast | 27,533.9129 |
53 | male | 30.495 | 0 | no | northeast | 10,072.05505 |
60 | female | 32.45 | 0 | yes | southeast | 45,008.9555 |
51 | female | 34.2 | 1 | no | southwest | 9,872.701 |
23 | male | 50.38 | 1 | no | southeast | 2,438.0552 |
27 | female | 24.1 | 0 | no | southwest | 2,974.126 |
55 | male | 32.775 | 0 | no | northwest | 10,601.63225 |
37 | female | 30.78 | 0 | yes | northeast | 37,270.1512 |
61 | male | 32.3 | 2 | no | northwest | 14,119.62 |
46 | female | 35.53 | 0 | yes | northeast | 42,111.6647 |
53 | female | 23.75 | 2 | no | northeast | 11,729.6795 |
49 | female | 23.845 | 3 | yes | northeast | 24,106.91255 |
20 | female | 29.6 | 0 | no | southwest | 1,875.344 |
48 | female | 33.11 | 0 | yes | southeast | 40,974.1649 |
25 | male | 24.13 | 0 | yes | northwest | 15,817.9857 |
25 | female | 32.23 | 1 | no | southeast | 18,218.16139 |
57 | male | 28.1 | 0 | no | southwest | 10,965.446 |
37 | female | 47.6 | 2 | yes | southwest | 46,113.511 |
38 | female | 28 | 3 | no | southwest | 7,151.092 |
55 | female | 33.535 | 2 | no | northwest | 12,269.68865 |
36 | female | 19.855 | 0 | no | northeast | 5,458.04645 |
51 | male | 25.4 | 0 | no | southwest | 8,782.469 |
40 | male | 29.9 | 2 | no | southwest | 6,600.361 |
18 | male | 37.29 | 0 | no | southeast | 1,141.4451 |
57 | male | 43.7 | 1 | no | southwest | 11,576.13 |
61 | male | 23.655 | 0 | no | northeast | 13,129.60345 |
25 | female | 24.3 | 3 | no | southwest | 4,391.652 |
50 | male | 36.2 | 0 | no | southwest | 8,457.818 |
26 | female | 29.48 | 1 | no | southeast | 3,392.3652 |
42 | male | 24.86 | 0 | no | southeast | 5,966.8874 |
43 | male | 30.1 | 1 | no | southwest | 6,849.026 |
44 | male | 21.85 | 3 | no | northeast | 8,891.1395 |
23 | female | 28.12 | 0 | no | northwest | 2,690.1138 |
49 | female | 27.1 | 1 | no | southwest | 26,140.3603 |
33 | male | 33.44 | 5 | no | southeast | 6,653.7886 |
41 | male | 28.8 | 1 | no | southwest | 6,282.235 |
37 | female | 29.5 | 2 | no | southwest | 6,311.952 |
22 | male | 34.8 | 3 | no | southwest | 3,443.064 |
23 | male | 27.36 | 1 | no | northwest | 2,789.0574 |
21 | female | 22.135 | 0 | no | northeast | 2,585.85065 |
51 | female | 37.05 | 3 | yes | northeast | 46,255.1125 |
25 | male | 26.695 | 4 | no | northwest | 4,877.98105 |
32 | male | 28.93 | 1 | yes | southeast | 19,719.6947 |
57 | male | 28.975 | 0 | yes | northeast | 27,218.43725 |
36 | female | 30.02 | 0 | no | northwest | 5,272.1758 |
22 | male | 39.5 | 0 | no | southwest | 1,682.597 |
57 | male | 33.63 | 1 | no | northwest | 11,945.1327 |
64 | female | 26.885 | 0 | yes | northwest | 29,330.98315 |
36 | female | 29.04 | 4 | no | southeast | 7,243.8136 |
54 | male | 24.035 | 0 | no | northeast | 10,422.91665 |
47 | male | 38.94 | 2 | yes | southeast | 44,202.6536 |
62 | male | 32.11 | 0 | no | northeast | 13,555.0049 |
61 | female | 44 | 0 | no | southwest | 13,063.883 |
43 | female | 20.045 | 2 | yes | northeast | 19,798.05455 |
19 | male | 25.555 | 1 | no | northwest | 2,221.56445 |
18 | female | 40.26 | 0 | no | southeast | 1,634.5734 |
19 | female | 22.515 | 0 | no | northwest | 2,117.33885 |