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
| 27.9 | 0 |
yes
|
southwest
| 16,884.924 |
18 |
male
| 33.77 | 1 |
no
|
southeast
| 1,725.5523 |
28 |
male
| 33 | 3 |
no
|
southeast
| 4,449.462 |
33 |
male
| 22.705 | 0 |
no
|
northwest
| 21,984.47061 |
32 |
male
| 28.88 | 0 |
no
|
northwest
| 3,866.8552 |
31 |
female
| 25.74 | 0 |
no
|
southeast
| 3,756.6216 |
46 |
female
| 33.44 | 1 |
no
|
southeast
| 8,240.5896 |
37 |
female
| 27.74 | 3 |
no
|
northwest
| 7,281.5056 |
37 |
male
| 29.83 | 2 |
no
|
northeast
| 6,406.4107 |
60 |
female
| 25.84 | 0 |
no
|
northwest
| 28,923.13692 |
25 |
male
| 26.22 | 0 |
no
|
northeast
| 2,721.3208 |
62 |
female
| 26.29 | 0 |
yes
|
southeast
| 27,808.7251 |
23 |
male
| 34.4 | 0 |
no
|
southwest
| 1,826.843 |
56 |
female
| 39.82 | 0 |
no
|
southeast
| 11,090.7178 |
27 |
male
| 42.13 | 0 |
yes
|
southeast
| 39,611.7577 |
19 |
male
| 24.6 | 1 |
no
|
southwest
| 1,837.237 |
52 |
female
| 30.78 | 1 |
no
|
northeast
| 10,797.3362 |
23 |
male
| 23.845 | 0 |
no
|
northeast
| 2,395.17155 |
56 |
male
| 40.3 | 0 |
no
|
southwest
| 10,602.385 |
30 |
male
| 35.3 | 0 |
yes
|
southwest
| 36,837.467 |
60 |
female
| 36.005 | 0 |
no
|
northeast
| 13,228.84695 |
30 |
female
| 32.4 | 1 |
no
|
southwest
| 4,149.736 |
18 |
male
| 34.1 | 0 |
no
|
southeast
| 1,137.011 |
34 |
female
| 31.92 | 1 |
yes
|
northeast
| 37,701.8768 |
37 |
male
| 28.025 | 2 |
no
|
northwest
| 6,203.90175 |
59 |
female
| 27.72 | 3 |
no
|
southeast
| 14,001.1338 |
63 |
female
| 23.085 | 0 |
no
|
northeast
| 14,451.83515 |
55 |
female
| 32.775 | 2 |
no
|
northwest
| 12,268.63225 |
23 |
male
| 17.385 | 1 |
no
|
northwest
| 2,775.19215 |
31 |
male
| 36.3 | 2 |
yes
|
southwest
| 38,711 |
22 |
male
| 35.6 | 0 |
yes
|
southwest
| 35,585.576 |
18 |
female
| 26.315 | 0 |
no
|
northeast
| 2,198.18985 |
19 |
female
| 28.6 | 5 |
no
|
southwest
| 4,687.797 |
63 |
male
| 28.31 | 0 |
no
|
northwest
| 13,770.0979 |
28 |
male
| 36.4 | 1 |
yes
|
southwest
| 51,194.55914 |
19 |
male
| 20.425 | 0 |
no
|
northwest
| 1,625.43375 |
62 |
female
| 32.965 | 3 |
no
|
northwest
| 15,612.19335 |
26 |
male
| 20.8 | 0 |
no
|
southwest
| 2,302.3 |
35 |
male
| 36.67 | 1 |
yes
|
northeast
| 39,774.2763 |
60 |
male
| 39.9 | 0 |
yes
|
southwest
| 48,173.361 |
24 |
female
| 26.6 | 0 |
no
|
northeast
| 3,046.062 |
31 |
female
| 36.63 | 2 |
no
|
southeast
| 4,949.7587 |
41 |
male
| 21.78 | 1 |
no
|
southeast
| 6,272.4772 |
37 |
female
| 30.8 | 2 |
no
|
southeast
| 6,313.759 |
38 |
male
| 37.05 | 1 |
no
|
northeast
| 6,079.6715 |
55 |
male
| 37.3 | 0 |
no
|
southwest
| 20,630.28351 |
18 |
female
| 38.665 | 2 |
no
|
northeast
| 3,393.35635 |
28 |
female
| 34.77 | 0 |
no
|
northwest
| 3,556.9223 |
60 |
female
| 24.53 | 0 |
no
|
southeast
| 12,629.8967 |
36 |
male
| 35.2 | 1 |
yes
|
southeast
| 38,709.176 |
18 |
female
| 35.625 | 0 |
no
|
northeast
| 2,211.13075 |
21 |
female
| 33.63 | 2 |
no
|
northwest
| 3,579.8287 |
48 |
male
| 28 | 1 |
yes
|
southwest
| 23,568.272 |
36 |
male
| 34.43 | 0 |
yes
|
southeast
| 37,742.5757 |
40 |
female
| 28.69 | 3 |
no
|
northwest
| 8,059.6791 |
58 |
male
| 36.955 | 2 |
yes
|
northwest
| 47,496.49445 |
58 |
female
| 31.825 | 2 |
no
|
northeast
| 13,607.36875 |
18 |
male
| 31.68 | 2 |
yes
|
southeast
| 34,303.1672 |
53 |
female
| 22.88 | 1 |
yes
|
southeast
| 23,244.7902 |
34 |
female
| 37.335 | 2 |
no
|
northwest
| 5,989.52365 |
43 |
male
| 27.36 | 3 |
no
|
northeast
| 8,606.2174 |
25 |
male
| 33.66 | 4 |
no
|
southeast
| 4,504.6624 |
64 |
male
| 24.7 | 1 |
no
|
northwest
| 30,166.61817 |
28 |
female
| 25.935 | 1 |
no
|
northwest
| 4,133.64165 |
20 |
female
| 22.42 | 0 |
yes
|
northwest
| 14,711.7438 |
19 |
female
| 28.9 | 0 |
no
|
southwest
| 1,743.214 |
61 |
female
| 39.1 | 2 |
no
|
southwest
| 14,235.072 |
40 |
male
| 26.315 | 1 |
no
|
northwest
| 6,389.37785 |
40 |
female
| 36.19 | 0 |
no
|
southeast
| 5,920.1041 |
28 |
male
| 23.98 | 3 |
yes
|
southeast
| 17,663.1442 |
27 |
female
| 24.75 | 0 |
yes
|
southeast
| 16,577.7795 |
31 |
male
| 28.5 | 5 |
no
|
northeast
| 6,799.458 |
53 |
female
| 28.1 | 3 |
no
|
southwest
| 11,741.726 |
58 |
male
| 32.01 | 1 |
no
|
southeast
| 11,946.6259 |
44 |
male
| 27.4 | 2 |
no
|
southwest
| 7,726.854 |
57 |
male
| 34.01 | 0 |
no
|
northwest
| 11,356.6609 |
29 |
female
| 29.59 | 1 |
no
|
southeast
| 3,947.4131 |
21 |
male
| 35.53 | 0 |
no
|
southeast
| 1,532.4697 |
22 |
female
| 39.805 | 0 |
no
|
northeast
| 2,755.02095 |
41 |
female
| 32.965 | 0 |
no
|
northwest
| 6,571.02435 |
31 |
male
| 26.885 | 1 |
no
|
northeast
| 4,441.21315 |
45 |
female
| 38.285 | 0 |
no
|
northeast
| 7,935.29115 |
22 |
male
| 37.62 | 1 |
yes
|
southeast
| 37,165.1638 |
48 |
female
| 41.23 | 4 |
no
|
northwest
| 11,033.6617 |
37 |
female
| 34.8 | 2 |
yes
|
southwest
| 39,836.519 |
45 |
male
| 22.895 | 2 |
yes
|
northwest
| 21,098.55405 |
57 |
female
| 31.16 | 0 |
yes
|
northwest
| 43,578.9394 |
56 |
female
| 27.2 | 0 |
no
|
southwest
| 11,073.176 |
46 |
female
| 27.74 | 0 |
no
|
northwest
| 8,026.6666 |
55 |
female
| 26.98 | 0 |
no
|
northwest
| 11,082.5772 |
21 |
female
| 39.49 | 0 |
no
|
southeast
| 2,026.9741 |
53 |
female
| 24.795 | 1 |
no
|
northwest
| 10,942.13205 |
59 |
male
| 29.83 | 3 |
yes
|
northeast
| 30,184.9367 |
35 |
male
| 34.77 | 2 |
no
|
northwest
| 5,729.0053 |
64 |
female
| 31.3 | 2 |
yes
|
southwest
| 47,291.055 |
28 |
female
| 37.62 | 1 |
no
|
southeast
| 3,766.8838 |
54 |
female
| 30.8 | 3 |
no
|
southwest
| 12,105.32 |
55 |
male
| 38.28 | 0 |
no
|
southeast
| 10,226.2842 |
56 |
male
| 19.95 | 0 |
yes
|
northeast
| 22,412.6485 |
38 |
male
| 19.3 | 0 |
yes
|
southwest
| 15,820.699 |
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