age
int64 18
90
| sex
stringclasses 2
values | bmi
int64 0
40
| children
float64 0
52.6
| smoker
stringclasses 6
values | region
stringclasses 6
values | prediction
float64 -105.35
40.1k
|
---|---|---|---|---|---|---|
40 | female | 40 | 3 | no | southwest | 12,297.548257 |
40 | female | 30 | 3 | no | southwest | 8,926.622738 |
40 | female | 34 | 3 | no | southwest | 10,274.992946 |
40 | female | 25 | 3 | no | southwest | 7,241.159978 |
40 | female | 23 | 3 | no | southwest | 6,566.974874 |
40 | female | 23 | 1 | no | southwest | 5,716.417307 |
40 | female | 23 | 0 | no | southwest | 5,291.138524 |
19 | female | 23 | 0 | no | southwest | -105.351299 |
20 | female | 23 | 0 | no | southwest | 151.624407 |
20 | male | 23 | 0 | no | southwest | 133.032715 |
20 | male | 23 | 0 | no | northeast | 942.832069 |
30 | female | 34 | 2 | yes | northeast | 31,740.885314 |
21 | female | 0 | 34.87 | southeast | no | 19,660.721137 |
57 | female | 0 | 23.18 | northwest | no | 23,940.337568 |
47 | female | 1 | 36.63 | southeast | yes | 27,427.6727 |
51 | female | 0 | 33.915 | northeast | no | 26,963.851074 |
20 | female | 1 | 26.84 | southeast | yes | 16,325.849352 |
50 | male | 2 | 32.11 | northeast | no | 26,594.840576 |
26 | male | 1 | 30 | southwest | no | 19,192.992851 |
19 | female | 1 | 24.51 | northwest | no | 15,077.97408 |
51 | male | 1 | 30.03 | southeast | no | 25,630.14386 |
51 | female | 1 | 34.2 | southwest | no | 27,422.148079 |
55 | male | 0 | 32.775 | northwest | no | 27,488.344392 |
56 | female | 0 | 25.65 | northwest | no | 24,733.800457 |
28 | female | 0 | 25.8 | southwest | no | 17,602.272512 |
22 | male | 0 | 39.5 | southwest | no | 21,868.145919 |
26 | male | 0 | 35.42 | southeast | no | 21,160.911306 |
58 | female | 1 | 32.395 | northeast | no | 28,453.349816 |
43 | male | 2 | 32.6 | southwest | no | 25,004.397239 |
41 | female | 2 | 33.06 | northwest | no | 24,704.66576 |
49 | male | 0 | 22.515 | northeast | no | 21,583.129838 |
62 | male | 0 | 21.4 | southwest | no | 24,449.628171 |
43 | male | 0 | 27.8 | southwest | yes | 22,288.873974 |
54 | female | 0 | 47.41 | southeast | yes | 33,473.915375 |
44 | female | 0 | 38.95 | northwest | yes | 27,306.299808 |
18 | male | 1 | 29.37 | southeast | no | 16,869.261571 |
56 | female | 1 | 35.8 | southwest | no | 29,387.472662 |
64 | male | 0 | 37.905 | northwest | no | 31,982.805904 |
18 | male | 0 | 30.14 | southeast | no | 16,859.633682 |
40 | male | 3 | 35.3 | southwest | no | 25,718.815389 |
31 | male | 2 | 27.645 | northeast | no | 19,813.432397 |
22 | female | 0 | 23.18 | northeast | no | 14,946.187864 |
63 | female | 0 | 37.7 | southwest | yes | 31,657.23974 |
59 | male | 1 | 27.5 | southwest | no | 26,609.994185 |
21 | female | 1 | 16.815 | northeast | no | 12,319.405253 |
25 | female | 1 | 22.515 | northwest | no | 15,771.397142 |
19 | male | 0 | 25.175 | northwest | no | 15,005.100228 |
19 | male | 0 | 31.92 | northwest | yes | 17,873.605623 |
60 | female | 0 | 35.1 | southwest | no | 29,780.587785 |
21 | female | 0 | 35.72 | northwest | no | 20,022.208103 |
20 | female | 0 | 29.6 | southwest | no | 17,162.526242 |
19 | female | 0 | 33.11 | southeast | yes | 18,398.279067 |
50 | male | 0 | 26.41 | northwest | no | 23,496.566406 |
32 | female | 2 | 29.8 | southwest | no | 21,005.475573 |
47 | female | 2 | 26.6 | northeast | no | 23,499.219053 |
39 | male | 0 | 42.655 | northeast | no | 27,578.48748 |
34 | female | 1 | 33.7 | southwest | no | 22,840.921688 |
55 | male | 0 | 27.645 | northwest | no | 25,306.664233 |
30 | female | 0 | 27.93 | northeast | no | 19,022.067732 |
43 | female | 2 | 30.685 | northwest | no | 24,208.58006 |
28 | female | 0 | 17.29 | northeast | no | 13,983.150064 |
45 | female | 2 | 25.175 | northeast | no | 22,379.245375 |
57 | female | 0 | 22.23 | northeast | no | 23,536.322723 |
44 | male | 1 | 38.06 | southeast | no | 27,246.302551 |
19 | male | 0 | 30.4 | southwest | no | 17,227.181872 |
42 | male | 0 | 30 | southwest | yes | 22,967.511592 |
39 | male | 2 | 32.34 | southeast | no | 23,865.921932 |
49 | male | 1 | 29.83 | northeast | no | 25,031.136692 |
63 | male | 0 | 35.09 | southeast | yes | 30,528.670423 |
59 | female | 3 | 27.83 | southeast | no | 27,443.112979 |
20 | female | 0 | 33 | southeast | no | 18,608.474106 |
27 | male | 0 | 29.15 | southeast | yes | 18,751.389039 |
24 | female | 0 | 33.345 | northwest | no | 19,783.09811 |
31 | female | 0 | 29.1 | southwest | no | 19,776.619615 |
31 | female | 3 | 30.495 | northeast | no | 21,381.161173 |
40 | female | 1 | 41.42 | northwest | no | 27,665.928132 |
42 | male | 2 | 37.18 | southeast | no | 26,695.198362 |
21 | female | 1 | 26.4 | southwest | no | 16,395.702393 |
63 | female | 0 | 36.3 | southeast | no | 31,061.849443 |
27 | female | 0 | 24.75 | southeast | yes | 16,898.754083 |
49 | male | 0 | 36.85 | southeast | no | 27,679.5012 |
29 | male | 3 | 22.515 | northeast | no | 17,454.893378 |
63 | female | 0 | 31.8 | southwest | no | 29,148.094917 |
58 | female | 0 | 33.1 | southwest | no | 28,416.078806 |
46 | male | 3 | 42.35 | southeast | yes | 30,258.885048 |
45 | male | 0 | 39.805 | northeast | no | 27,908.297182 |
18 | male | 0 | 41.14 | southeast | no | 21,537.700301 |
40 | female | 4 | 29.3 | southwest | no | 23,522.826932 |
23 | male | 0 | 41.91 | southeast | no | 23,150.043493 |
19 | male | 0 | 17.48 | northwest | no | 11,732.579988 |
25 | female | 0 | 30.3 | southwest | no | 18,745.09992 |
60 | female | 0 | 24.53 | southeast | no | 25,285.391043 |
61 | male | 0 | 23.655 | northeast | no | 25,151.656122 |
25 | male | 5 | 23.9 | southwest | no | 17,690.186773 |
26 | male | 1 | 33.915 | northwest | no | 20,857.959288 |
30 | male | 0 | 25.46 | northeast | no | 17,953.037445 |
36 | female | 0 | 26.885 | northwest | no | 20,119.505638 |
54 | female | 2 | 28.88 | northeast | no | 26,267.68462 |
40 | male | 1 | 32.775 | northeast | yes | 23,970.801357 |
49 | female | 1 | 21.3 | southwest | no | 21,422.10036 |