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
|
---|---|---|---|---|---|---|
30 | male | 22.99 | 2 | yes | northwest | 17,361.7661 |
24 | male | 32.7 | 0 | yes | southwest | 34,472.841 |
24 | male | 25.8 | 0 | no | southwest | 1,972.95 |
48 | male | 29.6 | 0 | no | southwest | 21,232.18226 |
47 | male | 19.19 | 1 | no | northeast | 8,627.5411 |
29 | male | 31.73 | 2 | no | northwest | 4,433.3877 |
28 | male | 29.26 | 2 | no | northeast | 4,438.2634 |
47 | male | 28.215 | 3 | yes | northwest | 24,915.22085 |
25 | male | 24.985 | 2 | no | northeast | 23,241.47453 |
51 | male | 27.74 | 1 | no | northeast | 9,957.7216 |
48 | female | 22.8 | 0 | no | southwest | 8,269.044 |
43 | male | 20.13 | 2 | yes | southeast | 18,767.7377 |
61 | female | 33.33 | 4 | no | southeast | 36,580.28216 |
48 | male | 32.3 | 1 | no | northwest | 8,765.249 |
38 | female | 27.6 | 0 | no | southwest | 5,383.536 |
59 | male | 25.46 | 0 | no | northwest | 12,124.9924 |
19 | female | 24.605 | 1 | no | northwest | 2,709.24395 |
26 | female | 34.2 | 2 | no | southwest | 3,987.926 |
54 | female | 35.815 | 3 | no | northwest | 12,495.29085 |
21 | female | 32.68 | 2 | no | northwest | 26,018.95052 |
51 | male | 37 | 0 | no | southwest | 8,798.593 |
22 | female | 31.02 | 3 | yes | southeast | 35,595.5898 |
47 | male | 36.08 | 1 | yes | southeast | 42,211.1382 |
18 | male | 23.32 | 1 | no | southeast | 1,711.0268 |
47 | female | 45.32 | 1 | no | southeast | 8,569.8618 |
21 | female | 34.6 | 0 | no | southwest | 2,020.177 |
19 | male | 26.03 | 1 | yes | northwest | 16,450.8947 |
23 | male | 18.715 | 0 | no | northwest | 21,595.38229 |
54 | male | 31.6 | 0 | no | southwest | 9,850.432 |
37 | female | 17.29 | 2 | no | northeast | 6,877.9801 |
46 | female | 23.655 | 1 | yes | northwest | 21,677.28345 |
55 | female | 35.2 | 0 | yes | southeast | 44,423.803 |
30 | female | 27.93 | 0 | no | northeast | 4,137.5227 |
18 | male | 21.565 | 0 | yes | northeast | 13,747.87235 |
61 | male | 38.38 | 0 | no | northwest | 12,950.0712 |
54 | female | 23 | 3 | no | southwest | 12,094.478 |
22 | male | 37.07 | 2 | yes | southeast | 37,484.4493 |
45 | female | 30.495 | 1 | yes | northwest | 39,725.51805 |
22 | male | 28.88 | 0 | no | northeast | 2,250.8352 |
19 | male | 27.265 | 2 | no | northwest | 22,493.65964 |
35 | female | 28.025 | 0 | yes | northwest | 20,234.85475 |
18 | male | 23.085 | 0 | no | northeast | 1,704.70015 |
20 | male | 30.685 | 0 | yes | northeast | 33,475.81715 |
28 | female | 25.8 | 0 | no | southwest | 3,161.454 |
55 | male | 35.245 | 1 | no | northeast | 11,394.06555 |
43 | female | 24.7 | 2 | yes | northwest | 21,880.82 |
43 | female | 25.08 | 0 | no | northeast | 7,325.0482 |
22 | male | 52.58 | 1 | yes | southeast | 44,501.3982 |
25 | female | 22.515 | 1 | no | northwest | 3,594.17085 |
49 | male | 30.9 | 0 | yes | southwest | 39,727.614 |
44 | female | 36.955 | 1 | no | northwest | 8,023.13545 |
64 | male | 26.41 | 0 | no | northeast | 14,394.5579 |
49 | male | 29.83 | 1 | no | northeast | 9,288.0267 |
47 | male | 29.8 | 3 | yes | southwest | 25,309.489 |
27 | female | 21.47 | 0 | no | northwest | 3,353.4703 |
55 | male | 27.645 | 0 | no | northwest | 10,594.50155 |
48 | female | 28.9 | 0 | no | southwest | 8,277.523 |
45 | female | 31.79 | 0 | no | southeast | 17,929.30337 |
24 | female | 39.49 | 0 | no | southeast | 2,480.9791 |
32 | male | 33.82 | 1 | no | northwest | 4,462.7218 |
24 | male | 32.01 | 0 | no | southeast | 1,981.5819 |
57 | male | 27.94 | 1 | no | southeast | 11,554.2236 |
59 | male | 41.14 | 1 | yes | southeast | 48,970.2476 |
36 | male | 28.595 | 3 | no | northwest | 6,548.19505 |
29 | female | 25.6 | 4 | no | southwest | 5,708.867 |
42 | female | 25.3 | 1 | no | southwest | 7,045.499 |
48 | male | 37.29 | 2 | no | southeast | 8,978.1851 |
39 | male | 42.655 | 0 | no | northeast | 5,757.41345 |
63 | male | 21.66 | 1 | no | northwest | 14,349.8544 |
54 | female | 31.9 | 1 | no | southeast | 10,928.849 |
37 | male | 37.07 | 1 | yes | southeast | 39,871.7043 |
63 | male | 31.445 | 0 | no | northeast | 13,974.45555 |
21 | male | 31.255 | 0 | no | northwest | 1,909.52745 |
54 | female | 28.88 | 2 | no | northeast | 12,096.6512 |
60 | female | 18.335 | 0 | no | northeast | 13,204.28565 |
32 | female | 29.59 | 1 | no | southeast | 4,562.8421 |
47 | female | 32 | 1 | no | southwest | 8,551.347 |
21 | male | 26.03 | 0 | no | northeast | 2,102.2647 |
28 | male | 31.68 | 0 | yes | southeast | 34,672.1472 |
63 | male | 33.66 | 3 | no | southeast | 15,161.5344 |
18 | male | 21.78 | 2 | no | southeast | 11,884.04858 |
32 | male | 27.835 | 1 | no | northwest | 4,454.40265 |
38 | male | 19.95 | 1 | no | northwest | 5,855.9025 |
32 | male | 31.5 | 1 | no | southwest | 4,076.497 |
62 | female | 30.495 | 2 | no | northwest | 15,019.76005 |
39 | female | 18.3 | 5 | yes | southwest | 19,023.26 |
55 | male | 28.975 | 0 | no | northeast | 10,796.35025 |
57 | male | 31.54 | 0 | no | northwest | 11,353.2276 |
52 | male | 47.74 | 1 | no | southeast | 9,748.9106 |
56 | male | 22.1 | 0 | no | southwest | 10,577.087 |
47 | male | 36.19 | 0 | yes | southeast | 41,676.0811 |
55 | female | 29.83 | 0 | no | northeast | 11,286.5387 |
23 | male | 32.7 | 3 | no | southwest | 3,591.48 |
22 | female | 30.4 | 0 | yes | northwest | 33,907.548 |
50 | female | 33.7 | 4 | no | southwest | 11,299.343 |
18 | female | 31.35 | 4 | no | northeast | 4,561.1885 |
51 | female | 34.96 | 2 | yes | northeast | 44,641.1974 |
22 | male | 33.77 | 0 | no | southeast | 1,674.6323 |
52 | female | 30.875 | 0 | no | northeast | 23,045.56616 |
25 | female | 33.99 | 1 | no | southeast | 3,227.1211 |