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
|
---|---|---|---|---|---|---|
18 | female | 39.16 | 0 | no | southeast | 1,633.0444 |
51 | male | 31.635 | 0 | no | northwest | 9,174.13565 |
56 | female | 25.3 | 0 | no | southwest | 11,070.535 |
64 | female | 39.05 | 3 | no | southeast | 16,085.1275 |
19 | female | 28.31 | 0 | yes | northwest | 17,468.9839 |
51 | female | 34.1 | 0 | no | southeast | 9,283.562 |
27 | female | 25.175 | 0 | no | northeast | 3,558.62025 |
59 | female | 23.655 | 0 | yes | northwest | 25,678.77845 |
28 | male | 26.98 | 2 | no | northeast | 4,435.0942 |
30 | male | 37.8 | 2 | yes | southwest | 39,241.442 |
47 | female | 29.37 | 1 | no | southeast | 8,547.6913 |
38 | female | 34.8 | 2 | no | southwest | 6,571.544 |
18 | female | 33.155 | 0 | no | northeast | 2,207.69745 |
34 | female | 19 | 3 | no | northeast | 6,753.038 |
20 | female | 33 | 0 | no | southeast | 1,880.07 |
47 | female | 36.63 | 1 | yes | southeast | 42,969.8527 |
56 | female | 28.595 | 0 | no | northeast | 11,658.11505 |
49 | male | 25.6 | 2 | yes | southwest | 23,306.547 |
19 | female | 33.11 | 0 | yes | southeast | 34,439.8559 |
55 | female | 37.1 | 0 | no | southwest | 10,713.644 |
30 | male | 31.4 | 1 | no | southwest | 3,659.346 |
37 | male | 34.1 | 4 | yes | southwest | 40,182.246 |
49 | female | 21.3 | 1 | no | southwest | 9,182.17 |
18 | male | 33.535 | 0 | yes | northeast | 34,617.84065 |
59 | male | 28.785 | 0 | no | northwest | 12,129.61415 |
29 | female | 26.03 | 0 | no | northwest | 3,736.4647 |
36 | male | 28.88 | 3 | no | northeast | 6,748.5912 |
33 | male | 42.46 | 1 | no | southeast | 11,326.71487 |
58 | male | 38 | 0 | no | southwest | 11,365.952 |
44 | female | 38.95 | 0 | yes | northwest | 42,983.4585 |
53 | male | 36.1 | 1 | no | southwest | 10,085.846 |
24 | male | 29.3 | 0 | no | southwest | 1,977.815 |
29 | female | 35.53 | 0 | no | southeast | 3,366.6697 |
40 | male | 22.705 | 2 | no | northeast | 7,173.35995 |
51 | male | 39.7 | 1 | no | southwest | 9,391.346 |
64 | male | 38.19 | 0 | no | northeast | 14,410.9321 |
19 | female | 24.51 | 1 | no | northwest | 2,709.1119 |
35 | female | 38.095 | 2 | no | northeast | 24,915.04626 |
39 | male | 26.41 | 0 | yes | northeast | 20,149.3229 |
56 | male | 33.66 | 4 | no | southeast | 12,949.1554 |
33 | male | 42.4 | 5 | no | southwest | 6,666.243 |
42 | male | 28.31 | 3 | yes | northwest | 32,787.45859 |
61 | male | 33.915 | 0 | no | northeast | 13,143.86485 |
23 | female | 34.96 | 3 | no | northwest | 4,466.6214 |
43 | male | 35.31 | 2 | no | southeast | 18,806.14547 |
48 | male | 30.78 | 3 | no | northeast | 10,141.1362 |
39 | male | 26.22 | 1 | no | northwest | 6,123.5688 |
40 | female | 23.37 | 3 | no | northeast | 8,252.2843 |
18 | male | 28.5 | 0 | no | northeast | 1,712.227 |
58 | female | 32.965 | 0 | no | northeast | 12,430.95335 |
49 | female | 42.68 | 2 | no | southeast | 9,800.8882 |
53 | female | 39.6 | 1 | no | southeast | 10,579.711 |
48 | female | 31.13 | 0 | no | southeast | 8,280.6227 |
45 | female | 36.3 | 2 | no | southeast | 8,527.532 |
59 | female | 35.2 | 0 | no | southeast | 12,244.531 |
52 | female | 25.3 | 2 | yes | southeast | 24,667.419 |
26 | female | 42.4 | 1 | no | southwest | 3,410.324 |
27 | male | 33.155 | 2 | no | northwest | 4,058.71245 |
48 | female | 35.91 | 1 | no | northeast | 26,392.26029 |
57 | female | 28.785 | 4 | no | northeast | 14,394.39815 |
37 | male | 46.53 | 3 | no | southeast | 6,435.6237 |
57 | female | 23.98 | 1 | no | southeast | 22,192.43711 |
32 | female | 31.54 | 1 | no | northeast | 5,148.5526 |
18 | male | 33.66 | 0 | no | southeast | 1,136.3994 |
64 | female | 22.99 | 0 | yes | southeast | 27,037.9141 |
43 | male | 38.06 | 2 | yes | southeast | 42,560.4304 |
49 | male | 28.7 | 1 | no | southwest | 8,703.456 |
40 | female | 32.775 | 2 | yes | northwest | 40,003.33225 |
62 | male | 32.015 | 0 | yes | northeast | 45,710.20785 |
40 | female | 29.81 | 1 | no | southeast | 6,500.2359 |
30 | male | 31.57 | 3 | no | southeast | 4,837.5823 |
29 | female | 31.16 | 0 | no | northeast | 3,943.5954 |
36 | male | 29.7 | 0 | no | southeast | 4,399.731 |
41 | female | 31.02 | 0 | no | southeast | 6,185.3208 |
44 | female | 43.89 | 2 | yes | southeast | 46,200.9851 |
45 | male | 21.375 | 0 | no | northwest | 7,222.78625 |
55 | female | 40.81 | 3 | no | southeast | 12,485.8009 |
60 | male | 31.35 | 3 | yes | northwest | 46,130.5265 |
56 | male | 36.1 | 3 | no | southwest | 12,363.547 |
49 | female | 23.18 | 2 | no | northwest | 10,156.7832 |
21 | female | 17.4 | 1 | no | southwest | 2,585.269 |
19 | male | 20.3 | 0 | no | southwest | 1,242.26 |
39 | male | 35.3 | 2 | yes | southwest | 40,103.89 |
53 | male | 24.32 | 0 | no | northwest | 9,863.4718 |
33 | female | 18.5 | 1 | no | southwest | 4,766.022 |
53 | male | 26.41 | 2 | no | northeast | 11,244.3769 |
42 | male | 26.125 | 2 | no | northeast | 7,729.64575 |
40 | male | 41.69 | 0 | no | southeast | 5,438.7491 |
47 | female | 24.1 | 1 | no | southwest | 26,236.57997 |
27 | male | 31.13 | 1 | yes | southeast | 34,806.4677 |
21 | male | 27.36 | 0 | no | northeast | 2,104.1134 |
47 | male | 36.2 | 1 | no | southwest | 8,068.185 |
20 | male | 32.395 | 1 | no | northwest | 2,362.22905 |
24 | male | 23.655 | 0 | no | northwest | 2,352.96845 |
27 | female | 34.8 | 1 | no | southwest | 3,577.999 |
26 | female | 40.185 | 0 | no | northwest | 3,201.24515 |
53 | female | 32.3 | 2 | no | northeast | 29,186.48236 |
41 | male | 35.75 | 1 | yes | southeast | 40,273.6455 |
56 | male | 33.725 | 0 | no | northwest | 10,976.24575 |
23 | female | 39.27 | 2 | no | southeast | 3,500.6123 |