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
|
---|---|---|---|---|---|---|
19 | female | 32.11 | 0 | no | northwest | 2,130.6759 |
48 | female | 32.23 | 1 | no | southeast | 8,871.1517 |
60 | female | 24.035 | 0 | no | northwest | 13,012.20865 |
27 | female | 36.08 | 0 | yes | southeast | 37,133.8982 |
46 | male | 22.3 | 0 | no | southwest | 7,147.105 |
28 | female | 28.88 | 1 | no | northeast | 4,337.7352 |
59 | male | 26.4 | 0 | no | southeast | 11,743.299 |
35 | male | 27.74 | 2 | yes | northeast | 20,984.0936 |
63 | female | 31.8 | 0 | no | southwest | 13,880.949 |
40 | male | 41.23 | 1 | no | northeast | 6,610.1097 |
20 | male | 33 | 1 | no | southwest | 1,980.07 |
40 | male | 30.875 | 4 | no | northwest | 8,162.71625 |
24 | male | 28.5 | 2 | no | northwest | 3,537.703 |
34 | female | 26.73 | 1 | no | southeast | 5,002.7827 |
45 | female | 30.9 | 2 | no | southwest | 8,520.026 |
41 | female | 37.1 | 2 | no | southwest | 7,371.772 |
53 | female | 26.6 | 0 | no | northwest | 10,355.641 |
27 | male | 23.1 | 0 | no | southeast | 2,483.736 |
26 | female | 29.92 | 1 | no | southeast | 3,392.9768 |
24 | female | 23.21 | 0 | no | southeast | 25,081.76784 |
34 | female | 33.7 | 1 | no | southwest | 5,012.471 |
53 | female | 33.25 | 0 | no | northeast | 10,564.8845 |
32 | male | 30.8 | 3 | no | southwest | 5,253.524 |
19 | male | 34.8 | 0 | yes | southwest | 34,779.615 |
42 | male | 24.64 | 0 | yes | southeast | 19,515.5416 |
55 | male | 33.88 | 3 | no | southeast | 11,987.1682 |
28 | male | 38.06 | 0 | no | southeast | 2,689.4954 |
58 | female | 41.91 | 0 | no | southeast | 24,227.33724 |
41 | female | 31.635 | 1 | no | northeast | 7,358.17565 |
47 | male | 25.46 | 2 | no | northeast | 9,225.2564 |
42 | female | 36.195 | 1 | no | northwest | 7,443.64305 |
59 | female | 27.83 | 3 | no | southeast | 14,001.2867 |
19 | female | 17.8 | 0 | no | southwest | 1,727.785 |
59 | male | 27.5 | 1 | no | southwest | 12,333.828 |
39 | male | 24.51 | 2 | no | northwest | 6,710.1919 |
40 | female | 22.22 | 2 | yes | southeast | 19,444.2658 |
18 | female | 26.73 | 0 | no | southeast | 1,615.7667 |
31 | male | 38.39 | 2 | no | southeast | 4,463.2051 |
19 | male | 29.07 | 0 | yes | northwest | 17,352.6803 |
44 | male | 38.06 | 1 | no | southeast | 7,152.6714 |
23 | female | 36.67 | 2 | yes | northeast | 38,511.6283 |
33 | female | 22.135 | 1 | no | northeast | 5,354.07465 |
55 | female | 26.8 | 1 | no | southwest | 35,160.13457 |
40 | male | 35.3 | 3 | no | southwest | 7,196.867 |
63 | female | 27.74 | 0 | yes | northeast | 29,523.1656 |
54 | male | 30.02 | 0 | no | northwest | 24,476.47851 |
60 | female | 38.06 | 0 | no | southeast | 12,648.7034 |
24 | male | 35.86 | 0 | no | southeast | 1,986.9334 |
19 | male | 20.9 | 1 | no | southwest | 1,832.094 |
29 | male | 28.975 | 1 | no | northeast | 4,040.55825 |
18 | male | 17.29 | 2 | yes | northeast | 12,829.4551 |
63 | female | 32.2 | 2 | yes | southwest | 47,305.305 |
54 | male | 34.21 | 2 | yes | southeast | 44,260.7499 |
27 | male | 30.3 | 3 | no | southwest | 4,260.744 |
50 | male | 31.825 | 0 | yes | northeast | 41,097.16175 |
55 | female | 25.365 | 3 | no | northeast | 13,047.33235 |
56 | male | 33.63 | 0 | yes | northwest | 43,921.1837 |
38 | female | 40.15 | 0 | no | southeast | 5,400.9805 |
51 | male | 24.415 | 4 | no | northwest | 11,520.09985 |
19 | male | 31.92 | 0 | yes | northwest | 33,750.2918 |
58 | female | 25.2 | 0 | no | southwest | 11,837.16 |
20 | female | 26.84 | 1 | yes | southeast | 17,085.2676 |
52 | male | 24.32 | 3 | yes | northeast | 24,869.8368 |
19 | male | 36.955 | 0 | yes | northwest | 36,219.40545 |
53 | female | 38.06 | 3 | no | southeast | 20,462.99766 |
46 | male | 42.35 | 3 | yes | southeast | 46,151.1245 |
40 | male | 19.8 | 1 | yes | southeast | 17,179.522 |
59 | female | 32.395 | 3 | no | northeast | 14,590.63205 |
45 | male | 30.2 | 1 | no | southwest | 7,441.053 |
49 | male | 25.84 | 1 | no | northeast | 9,282.4806 |
18 | male | 29.37 | 1 | no | southeast | 1,719.4363 |
50 | male | 34.2 | 2 | yes | southwest | 42,856.838 |
41 | male | 37.05 | 2 | no | northwest | 7,265.7025 |
50 | male | 27.455 | 1 | no | northeast | 9,617.66245 |
25 | male | 27.55 | 0 | no | northwest | 2,523.1695 |
47 | female | 26.6 | 2 | no | northeast | 9,715.841 |
19 | male | 20.615 | 2 | no | northwest | 2,803.69785 |
22 | female | 24.3 | 0 | no | southwest | 2,150.469 |
59 | male | 31.79 | 2 | no | southeast | 12,928.7911 |
51 | female | 21.56 | 1 | no | southeast | 9,855.1314 |
40 | female | 28.12 | 1 | yes | northeast | 22,331.5668 |
54 | male | 40.565 | 3 | yes | northeast | 48,549.17835 |
30 | male | 27.645 | 1 | no | northeast | 4,237.12655 |
55 | female | 32.395 | 1 | no | northeast | 11,879.10405 |
52 | female | 31.2 | 0 | no | southwest | 9,625.92 |
46 | male | 26.62 | 1 | no | southeast | 7,742.1098 |
46 | female | 48.07 | 2 | no | northeast | 9,432.9253 |
63 | female | 26.22 | 0 | no | northwest | 14,256.1928 |
59 | female | 36.765 | 1 | yes | northeast | 47,896.79135 |
52 | male | 26.4 | 3 | no | southeast | 25,992.82104 |
28 | female | 33.4 | 0 | no | southwest | 3,172.018 |
29 | male | 29.64 | 1 | no | northeast | 20,277.80751 |
25 | male | 45.54 | 2 | yes | southeast | 42,112.2356 |
22 | female | 28.82 | 0 | no | southeast | 2,156.7518 |
25 | male | 26.8 | 3 | no | southwest | 3,906.127 |
18 | male | 22.99 | 0 | no | northeast | 1,704.5681 |
19 | male | 27.7 | 0 | yes | southwest | 16,297.846 |
47 | male | 25.41 | 1 | yes | southeast | 21,978.6769 |
31 | male | 34.39 | 3 | yes | northwest | 38,746.3551 |
48 | female | 28.88 | 1 | no | northwest | 9,249.4952 |