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
|
---|---|---|---|---|---|---|
41 | female | 31.6 | 0 | no | southwest | 6,186.127 |
30 | male | 25.46 | 0 | no | northeast | 3,645.0894 |
18 | female | 30.115 | 0 | no | northeast | 21,344.8467 |
61 | female | 29.92 | 3 | yes | southeast | 30,942.1918 |
34 | female | 27.5 | 1 | no | southwest | 5,003.853 |
20 | male | 28.025 | 1 | yes | northwest | 17,560.37975 |
19 | female | 28.4 | 1 | no | southwest | 2,331.519 |
26 | male | 30.875 | 2 | no | northwest | 3,877.30425 |
29 | male | 27.94 | 0 | no | southeast | 2,867.1196 |
63 | male | 35.09 | 0 | yes | southeast | 47,055.5321 |
54 | male | 33.63 | 1 | no | northwest | 10,825.2537 |
55 | female | 29.7 | 2 | no | southwest | 11,881.358 |
37 | male | 30.8 | 0 | no | southwest | 4,646.759 |
21 | female | 35.72 | 0 | no | northwest | 2,404.7338 |
52 | male | 32.205 | 3 | no | northeast | 11,488.31695 |
60 | male | 28.595 | 0 | no | northeast | 30,259.99556 |
58 | male | 49.06 | 0 | no | southeast | 11,381.3254 |
29 | female | 27.94 | 1 | yes | southeast | 19,107.7796 |
49 | female | 27.17 | 0 | no | southeast | 8,601.3293 |
37 | female | 23.37 | 2 | no | northwest | 6,686.4313 |
44 | male | 37.1 | 2 | no | southwest | 7,740.337 |
18 | male | 23.75 | 0 | no | northeast | 1,705.6245 |
20 | female | 28.975 | 0 | no | northwest | 2,257.47525 |
44 | male | 31.35 | 1 | yes | northeast | 39,556.4945 |
47 | female | 33.915 | 3 | no | northwest | 10,115.00885 |
26 | female | 28.785 | 0 | no | northeast | 3,385.39915 |
19 | female | 28.3 | 0 | yes | southwest | 17,081.08 |
52 | female | 37.4 | 0 | no | southwest | 9,634.538 |
32 | female | 17.765 | 2 | yes | northwest | 32,734.1863 |
38 | male | 34.7 | 2 | no | southwest | 6,082.405 |
59 | female | 26.505 | 0 | no | northeast | 12,815.44495 |
61 | female | 22.04 | 0 | no | northeast | 13,616.3586 |
53 | female | 35.9 | 2 | no | southwest | 11,163.568 |
19 | male | 25.555 | 0 | no | northwest | 1,632.56445 |
20 | female | 28.785 | 0 | no | northeast | 2,457.21115 |
22 | female | 28.05 | 0 | no | southeast | 2,155.6815 |
19 | male | 34.1 | 0 | no | southwest | 1,261.442 |
22 | male | 25.175 | 0 | no | northwest | 2,045.68525 |
54 | female | 31.9 | 3 | no | southeast | 27,322.73386 |
22 | female | 36 | 0 | no | southwest | 2,166.732 |
34 | male | 22.42 | 2 | no | northeast | 27,375.90478 |
26 | male | 32.49 | 1 | no | northeast | 3,490.5491 |
34 | male | 25.3 | 2 | yes | southeast | 18,972.495 |
29 | male | 29.735 | 2 | no | northwest | 18,157.876 |
30 | male | 28.69 | 3 | yes | northwest | 20,745.9891 |
29 | female | 38.83 | 3 | no | southeast | 5,138.2567 |
46 | male | 30.495 | 3 | yes | northwest | 40,720.55105 |
51 | female | 37.73 | 1 | no | southeast | 9,877.6077 |
53 | female | 37.43 | 1 | no | northwest | 10,959.6947 |
19 | male | 28.4 | 1 | no | southwest | 1,842.519 |
35 | male | 24.13 | 1 | no | northwest | 5,125.2157 |
48 | male | 29.7 | 0 | no | southeast | 7,789.635 |
32 | female | 37.145 | 3 | no | northeast | 6,334.34355 |
42 | female | 23.37 | 0 | yes | northeast | 19,964.7463 |
40 | female | 25.46 | 1 | no | northeast | 7,077.1894 |
44 | male | 39.52 | 0 | no | northwest | 6,948.7008 |
48 | male | 24.42 | 0 | yes | southeast | 21,223.6758 |
18 | male | 25.175 | 0 | yes | northeast | 15,518.18025 |
30 | male | 35.53 | 0 | yes | southeast | 36,950.2567 |
50 | female | 27.83 | 3 | no | southeast | 19,749.38338 |
42 | female | 26.6 | 0 | yes | northwest | 21,348.706 |
18 | female | 36.85 | 0 | yes | southeast | 36,149.4835 |
54 | male | 39.6 | 1 | no | southwest | 10,450.552 |
32 | female | 29.8 | 2 | no | southwest | 5,152.134 |
37 | male | 29.64 | 0 | no | northwest | 5,028.1466 |
47 | male | 28.215 | 4 | no | northeast | 10,407.08585 |
20 | female | 37 | 5 | no | southwest | 4,830.63 |
32 | female | 33.155 | 3 | no | northwest | 6,128.79745 |
19 | female | 31.825 | 1 | no | northwest | 2,719.27975 |
27 | male | 18.905 | 3 | no | northeast | 4,827.90495 |
63 | male | 41.47 | 0 | no | southeast | 13,405.3903 |
49 | male | 30.3 | 0 | no | southwest | 8,116.68 |
18 | male | 15.96 | 0 | no | northeast | 1,694.7964 |
35 | female | 34.8 | 1 | no | southwest | 5,246.047 |
24 | female | 33.345 | 0 | no | northwest | 2,855.43755 |
63 | female | 37.7 | 0 | yes | southwest | 48,824.45 |
38 | male | 27.835 | 2 | no | northwest | 6,455.86265 |
54 | male | 29.2 | 1 | no | southwest | 10,436.096 |
46 | female | 28.9 | 2 | no | southwest | 8,823.279 |
41 | female | 33.155 | 3 | no | northeast | 8,538.28845 |
58 | male | 28.595 | 0 | no | northwest | 11,735.87905 |
18 | female | 38.28 | 0 | no | southeast | 1,631.8212 |
22 | male | 19.95 | 3 | no | northeast | 4,005.4225 |
44 | female | 26.41 | 0 | no | northwest | 7,419.4779 |
44 | male | 30.69 | 2 | no | southeast | 7,731.4271 |
36 | male | 41.895 | 3 | yes | northeast | 43,753.33705 |
26 | female | 29.92 | 2 | no | southeast | 3,981.9768 |
30 | female | 30.9 | 3 | no | southwest | 5,325.651 |
41 | female | 32.2 | 1 | no | southwest | 6,775.961 |
29 | female | 32.11 | 2 | no | northwest | 4,922.9159 |
61 | male | 31.57 | 0 | no | southeast | 12,557.6053 |
36 | female | 26.2 | 0 | no | southwest | 4,883.866 |
25 | male | 25.74 | 0 | no | southeast | 2,137.6536 |
56 | female | 26.6 | 1 | no | northwest | 12,044.342 |
18 | male | 34.43 | 0 | no | southeast | 1,137.4697 |
19 | male | 30.59 | 0 | no | northwest | 1,639.5631 |
39 | female | 32.8 | 0 | no | southwest | 5,649.715 |
45 | female | 28.6 | 2 | no | southeast | 8,516.829 |
51 | female | 18.05 | 0 | no | northwest | 9,644.2525 |
64 | female | 39.33 | 0 | no | northeast | 14,901.5167 |