age
int64
1
100
bmi
float64
9
100
children
int64
0
10
sex
stringclasses
2 values
smoker
stringclasses
2 values
region
stringclasses
4 values
prediction
float64
-1,226.65
47.9k
38
40.565
1
female
no
northwest
11,562.618598
44
38.06
1
male
no
southeast
11,954.277329
35
30.5
1
male
no
southwest
6,941.141226
49
22.515
0
male
no
northeast
8,231.637651
43
27.8
0
male
yes
southwest
31,312.647055
26
30
1
male
no
southwest
4,459.813597
50
32.11
2
male
no
northeast
12,573.57396
25
34.485
0
female
no
northwest
5,747.132923
32
31.5
1
male
no
southwest
6,507.30666
30
25.46
0
male
no
northeast
4,341.836806
49
30.78
1
female
no
northeast
11,461.578068
30
28.405
1
female
no
northwest
5,407.76752
42
24.985
2
female
no
northwest
7,763.898246
49
25.6
2
male
yes
southwest
32,963.455242
63
36.3
0
female
no
southeast
15,836.845756
23
27.36
1
male
no
northwest
3,238.084171
64
26.885
0
female
yes
northwest
36,858.410912
22
27.1
0
female
no
southwest
2,047.655282
40
24.97
2
male
no
southeast
6,939.111784
19
24.51
1
female
no
northwest
1,268.059266
63
31.8
0
female
no
southwest
14,167.994215
44
38.06
1
male
no
southeast
11,954.277329
59
27.83
3
female
no
southeast
13,229.605368
52
18.335
0
female
no
northwest
7,241.432267
32
28.93
1
male
yes
southeast
29,444.042715
19
22.515
0
female
no
northwest
170.280841
36
26.885
0
female
no
northwest
6,011.962293
49
41.47
4
female
no
southeast
15,683.069502
35
34.21
1
female
no
southeast
8,362.281343
56
36.1
3
male
no
southwest
15,075.906906
57
31.16
0
female
yes
northwest
36,500.65163
47
36.63
1
female
yes
southeast
35,912.882644
62
26.695
0
male
yes
northeast
36,632.49755
18
30.14
0
male
no
southeast
2,177.857182
52
26.4
3
male
no
southeast
10,930.141387
38
28.025
1
male
no
northeast
7,687.563632
28
33
2
female
no
southeast
6,580.848198
27
24.75
0
female
yes
southeast
26,343.430227
51
33.915
0
female
no
northeast
12,607.035846
64
25.6
2
male
no
southwest
13,166.961974
25
25.74
0
male
no
southeast
2,493.479894
42
37.18
2
male
no
southeast
11,568.963255
19
27.265
2
male
no
northwest
2,603.436339
28
23.845
2
female
no
northwest
3,781.952855
37
30.8
2
female
no
southeast
8,152.025936
34
42.9
1
male
no
southwest
10,864.113164
31
34.39
3
male
yes
northwest
32,165.33688
43
27.8
0
male
yes
southwest
31,312.647055
19
30.59
0
male
no
northwest
2,873.711507
41
32.2
2
male
no
southwest
9,481.331583
21
35.72
0
female
no
northwest
5,135.539402
43
26.885
0
female
yes
northwest
31,461.921089
30
24.4
3
male
yes
southwest
28,101.684553
49
36.85
0
male
no
southeast
12,405.995087
18
29.37
1
male
no
southeast
2,343.574701
39
42.655
0
male
no
northeast
12,450.924589
18
21.47
0
male
no
northeast
-86.870947
20
33
0
female
no
southeast
3,674.484984
62
32.11
0
male
no
northeast
14,806.724863
47
25.41
1
male
yes
southeast
32,112.11252
29
29.64
1
male
no
northeast
5,919.18675
38
40.565
1
female
no
northwest
11,562.618598
36
35.2
1
male
yes
southeast
32,585.515839
28
25.8
0
female
no
southwest
3,151.289199
33
35.75
2
male
no
southeast
8,774.139553
59
37.1
1
male
no
southwest
15,333.369009
52
46.75
5
female
no
southeast
18,659.124078
21
34.87
0
female
no
southeast
4,561.823762
36
29.92
0
female
no
southeast
6,747.851217
46
48.07
2
female
no
northeast
16,944.259957
19
28.9
0
female
no
southwest
1,883.494758
61
23.655
0
male
no
northeast
11,699.63163
24
33.345
0
female
no
northwest
5,105.871708
26
35.42
0
male
no
southeast
6,013.511503
29
35.5
2
male
yes
southwest
31,161.15739
19
20.6
0
female
no
southwest
-914.373424
22
32.11
0
male
no
northwest
4,157.019303
51
34.2
1
female
no
southwest
12,318.586653
32
33.63
1
male
yes
northeast
31,686.242006
23
37.1
3
male
no
southwest
6,932.801166
25
32.23
1
female
no
southeast
5,125.081032
43
29.9
1
female
no
southwest
8,813.283033
25
22.515
1
female
no
northwest
2,137.41386
51
36.385
3
female
no
northwest
14,344.813474
34
33.7
1
female
no
southwest
7,781.453378
40
41.42
1
female
no
northwest
12,364.784142
31
29.1
0
female
no
southwest
5,034.621738
30
31.57
3
male
no
southeast
7,019.444352
60
28.595
0
male
no
northeast
13,107.893131
33
35.75
1
male
yes
southeast
31,999.989625
45
25.7
3
female
no
southwest
8,762.003294
47
45.32
1
female
no
southeast
15,191.088065
51
30.03
1
male
no
southeast
11,046.254077
50
26.41
0
male
no
northwest
9,430.91152
64
37.905
0
male
no
northwest
16,903.450287
19
31.825
1
female
no
northwest
3,733.891284
35
23.465
2
female
no
northeast
5,823.364952
30
27.7
0
female
no
southwest
4,305.716459
39
32.34
2
male
no
southeast
9,166.508186
51
34.1
0
female
no
southeast
12,011.533672