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
|
---|---|---|---|---|---|---|
26 | male | 0 | 31.065 | northwest | no | 19,308.822203 |
60 | female | 0 | 24.53 | southeast | no | 25,285.391043 |
23 | female | 2 | 36.67 | northeast | yes | 21,614.359463 |
31 | male | 1 | 25.935 | northwest | no | 18,749.113125 |
43 | female | 1 | 35.64 | southeast | no | 25,978.743881 |
37 | female | 0 | 30.78 | northeast | yes | 22,032.942206 |
20 | female | 1 | 26.84 | southeast | yes | 16,325.849352 |
59 | female | 0 | 35.2 | southeast | no | 29,566.139957 |
19 | male | 0 | 30.4 | southwest | no | 17,227.181872 |
30 | male | 3 | 24.4 | southwest | yes | 18,513.51959 |
34 | male | 1 | 42.9 | southwest | no | 26,734.894805 |
60 | female | 0 | 24.53 | southeast | no | 25,285.391043 |
23 | female | 2 | 36.67 | northeast | yes | 21,614.359463 |
30 | female | 0 | 27.7 | southwest | no | 18,924.253612 |
49 | female | 1 | 21.3 | southwest | no | 21,422.10036 |
34 | female | 1 | 31.92 | northeast | yes | 22,083.925454 |
19 | female | 1 | 24.51 | northwest | no | 15,077.97408 |
22 | male | 1 | 52.58 | southeast | yes | 27,767.88496 |
19 | female | 0 | 20.6 | southwest | no | 13,078.041485 |
20 | male | 1 | 33 | southwest | no | 18,926.974967 |
26 | male | 0 | 31.065 | northwest | no | 19,308.822203 |
43 | female | 1 | 35.64 | southeast | no | 25,978.743881 |
19 | male | 0 | 33.1 | southwest | no | 18,375.434587 |
20 | female | 0 | 33 | southeast | no | 18,608.474106 |
21 | female | 0 | 35.72 | northwest | no | 20,022.208103 |
21 | female | 0 | 34.87 | southeast | no | 19,660.721137 |
31 | male | 1 | 25.935 | northwest | no | 18,749.113125 |
18 | male | 0 | 41.14 | southeast | no | 21,537.700301 |
55 | male | 0 | 27.645 | northwest | no | 25,306.664233 |
56 | male | 0 | 34.43 | southeast | no | 28,449.156485 |
26 | male | 1 | 30 | southwest | no | 19,192.992851 |
30 | female | 2 | 43.12 | southeast | no | 26,156.237558 |
30 | female | 1 | 28.405 | northwest | no | 19,561.167706 |
42 | female | 2 | 40.37 | southeast | yes | 28,070.429373 |
18 | male | 0 | 26.125 | northeast | no | 15,152.139366 |
19 | female | 1 | 31.825 | northwest | no | 18,188.888382 |
61 | female | 0 | 21.09 | northwest | no | 24,079.407734 |
28 | female | 2 | 23.845 | northwest | no | 17,445.037594 |
49 | female | 2 | 42.68 | southeast | no | 30,851.653304 |
52 | female | 0 | 30.875 | northeast | no | 25,927.979278 |
60 | male | 0 | 28.595 | northeast | no | 26,995.557606 |
40 | male | 1 | 32.775 | northeast | yes | 23,970.801357 |
41 | male | 2 | 30.59 | northwest | no | 23,635.635473 |
56 | female | 0 | 25.65 | northwest | no | 24,733.800457 |
34 | female | 1 | 33.7 | southwest | no | 22,840.921688 |
30 | female | 34 | 2 | yes | northeast | 31,740.885314 |
39 | female | 1 | 32.5 | southwest | no | 23,615.465677 |
32 | male | 1 | 28.93 | southeast | yes | 20,279.798788 |
49 | male | 0 | 22.515 | northeast | no | 21,583.129838 |
44 | male | 1 | 31.35 | northeast | yes | 24,392.681914 |
19 | male | 0 | 25.175 | northwest | no | 15,005.100228 |
33 | female | 1 | 28.27 | southeast | no | 20,274.682188 |
37 | male | 3 | 46.53 | southeast | no | 29,723.769011 |
49 | male | 0 | 36.85 | southeast | no | 27,679.5012 |
30 | female | 1 | 28.405 | northwest | no | 19,561.167706 |
28 | female | 2 | 27.5 | southwest | no | 18,999.431547 |
47 | female | 1 | 36.63 | southeast | yes | 27,427.6727 |
62 | male | 0 | 26.695 | northeast | yes | 26,701.479329 |
35 | female | 2 | 23.465 | northeast | no | 19,082.261597 |
38 | female | 1 | 40.565 | northwest | no | 26,788.363361 |
31 | male | 3 | 34.39 | northwest | yes | 23,019.030344 |
31 | female | 3 | 30.495 | northeast | no | 21,381.161173 |
19 | male | 0 | 27.7 | southwest | yes | 16,078.929156 |
49 | female | 4 | 41.47 | southeast | no | 31,011.25108 |
58 | female | 2 | 31.825 | northeast | no | 28,548.033461 |
60 | female | 0 | 35.1 | southwest | no | 29,780.587785 |
28 | female | 1 | 25.935 | northwest | no | 17,996.777699 |
46 | male | 3 | 42.35 | southeast | yes | 30,258.885048 |
39 | male | 0 | 42.655 | northeast | no | 27,578.48748 |
52 | female | 0 | 18.335 | northwest | no | 20,594.983332 |
40 | female | 4 | 29.3 | southwest | no | 23,522.826932 |
27 | male | 3 | 32.585 | northeast | no | 21,223.499316 |
22 | male | 1 | 31.35 | northwest | no | 18,739.216385 |
45 | female | 0 | 38.285 | northeast | no | 27,280.465123 |
28 | female | 2 | 23.845 | northwest | no | 17,445.037594 |
21 | female | 0 | 35.72 | northwest | no | 20,022.208103 |
43 | male | 2 | 32.6 | southwest | no | 25,004.397239 |
34 | female | 1 | 33.7 | southwest | no | 22,840.921688 |
27 | female | 0 | 24.75 | southeast | yes | 16,898.754083 |
43 | female | 0 | 26.885 | northwest | yes | 21,918.335579 |
40 | female | 3 | 28.69 | northwest | no | 22,926.314322 |
19 | female | 1 | 25.745 | northwest | no | 15,603.193378 |
53 | male | 3 | 36.6 | southwest | no | 29,612.361984 |
31 | male | 2 | 36.3 | southwest | yes | 23,494.220268 |
57 | female | 0 | 31.825 | northwest | no | 27,616.872651 |
36 | female | 0 | 29.92 | southeast | no | 21,410.226746 |
60 | male | 18 | 0 | no | southwest | 8,726.598189 |
60 | male | 18 | 0 | yes | southwest | 32,377.727045 |
30 | female | 34 | 2 | yes | northeast | 31,740.885314 |
30 | female | 34 | 2 | yes | northeast | 31,740.885314 |
90 | male | 18 | 0 | yes | southwest | 40,086.998219 |
25 | female | 30 | 1 | yes | southwest | 27,872.558439 |
55 | female | 30 | 1 | yes | southwest | 35,581.829614 |
55 | female | 40 | 1 | yes | southwest | 38,952.755133 |
55 | female | 40 | 3 | yes | southwest | 39,803.3127 |
55 | female | 40 | 3 | no | southwest | 16,152.183845 |
55 | female | 40 | 3 | no | northeast | 16,961.983199 |
55 | female | 40 | 3 | no | northwest | 16,591.305873 |
55 | female | 40 | 3 | no | southeast | 16,304.118902 |
55 | female | 40 | 3 | no | southwest | 16,152.183845 |