age
int64
18
65
bmi
float64
17.3
47.7
children
int64
0
7
sex
stringclasses
2 values
smoker
stringclasses
2 values
region
stringclasses
4 values
prediction
float64
-1,406.36
39.8k
38
19.475
2
female
no
northwest
5,120.366267
33
35.245
0
male
no
northeast
8,332.645673
38
19.3
0
male
yes
southwest
26,689.926016
57
40.28
0
male
no
northeast
16,228.841636
18
30.305
0
female
no
northeast
2,939.167835
50
28.16
3
female
no
southeast
10,605.739039
61
25.08
0
female
no
southeast
10,890.017245
20
22.42
0
female
yes
northwest
24,086.166648
60
32.8
0
male
yes
southwest
36,986.223924
56
26.695
1
male
yes
northwest
35,136.926422
49
31.9
5
female
no
southwest
12,916.397688
47
26.125
1
female
yes
northeast
33,002.293128
25
26.8
3
male
no
southwest
3,852.090914
23
32.56
0
male
no
southeast
3,547.544499
27
31.13
1
male
yes
southeast
28,137.313172
51
34.96
2
female
yes
northeast
37,563.976943
59
23.655
0
female
yes
northwest
34,526.335768
24
31.065
0
male
yes
northeast
28,144.046777
63
32.2
2
female
yes
southwest
38,695.828843
37
47.6
2
female
yes
southwest
37,319.869039
19
32.11
0
female
no
northwest
3,603.36708
30
28.405
1
female
no
northwest
5,646.297542
63
35.2
1
female
no
southeast
15,380.410888
57
34.01
0
male
no
northwest
13,856.788443
52
24.32
3
male
yes
northeast
34,493.030055
62
25
2
male
no
southwest
12,240.55903
32
28.88
0
male
no
northwest
5,671.096185
52
47.74
1
male
no
southeast
16,713.129685
50
28.12
3
female
no
northwest
11,671.025672
19
27.9
0
female
yes
southwest
24,929.797015
35
27.74
2
male
yes
northeast
30,811.220251
52
33.25
0
male
no
northeast
12,525.096182
52
37.4
0
female
no
southwest
13,112.690308
38
19.475
2
female
no
northwest
5,120.366267
60
31.35
3
male
yes
northwest
38,753.278311
53
28.88
0
male
no
northwest
11,063.829365
24
40.15
0
male
yes
southeast
29,978.206991
52
24.86
0
female
no
southeast
8,503.120775
63
25.08
0
female
no
northwest
12,482.665715
63
26.98
0
female
yes
northwest
36,698.004766
18
26.18
2
male
no
southeast
1,054.422516
38
19.3
0
male
yes
southwest
26,689.926016
46
33.44
1
male
no
northeast
11,543.159329
22
34.8
3
male
no
southwest
5,835.340702
42
37.9
0
female
no
southwest
10,716.824642
45
20.35
3
male
no
southeast
6,474.666378
59
36.52
1
female
no
southeast
14,807.574255
33
28.27
1
female
no
southeast
5,291.165484
31
29.1
0
female
no
southwest
4,863.055376
46
38.17
2
male
no
southeast
12,371.751736
20
31.92
0
female
no
northwest
3,794.764943
46
28.9
2
female
no
southwest
9,633.056842
55
33
0
male
no
southeast
11,916.492893
60
36.955
0
male
no
northeast
15,854.750364
45
30.495
1
female
yes
northwest
33,778.987821
23
28.12
0
female
no
northwest
3,257.176282
62
29.92
0
female
no
southeast
12,812.76641
25
24.13
0
male
yes
northwest
25,799.894057
54
31.24
0
female
no
southeast
11,212.742505
58
27.17
0
female
no
northwest
11,918.070137
27
31.255
1
female
no
northwest
5,856.891424
36
19.855
0
female
no
northeast
3,964.567995
21
21.89
2
female
no
southeast
507.020673
18
30.14
0
male
no
southeast
1,430.584235
57
40.28
0
male
no
northeast
16,228.841636
37
17.29
2
female
no
northeast
4,325.36911
36
41.895
3
male
yes
northeast
36,433.684373
62
37.4
0
male
no
southwest
15,521.811206
43
30.1
1
male
no
southwest
8,623.42004
53
26.41
2
male
no
northeast
11,414.420793
35
34.77
2
male
no
northwest
9,455.744468
18
30.305
0
female
no
northeast
2,939.167835
19
25.175
0
male
no
northwest
1,057.457912
19
35.53
0
male
no
northwest
4,621.701
33
22.705
0
male
no
northwest
3,802.426941
30
43.12
2
female
no
southeast
10,125.66483
43
38.06
2
male
yes
southeast
35,124.848222
48
30.78
3
male
no
northeast
12,128.057785
52
44.7
3
female
no
southwest
17,105.72233
30
28.405
1
female
no
northwest
5,646.297542
50
26.41
0
male
no
northwest
9,443.252486
59
41.14
1
male
yes
southeast
39,800.303705
24
23.21
0
female
no
southeast
744.871568
58
28.595
0
male
no
northwest
12,249.715022
19
40.5
0
female
no
southwest
5,705.430904
35
38.095
2
female
no
northeast
10,972.961129
45
38.285
0
female
no
northeast
12,619.438066
28
30.875
0
male
no
northwest
5,330.597947
59
26.695
3
female
no
northwest
13,491.704867
35
43.34
2
female
no
southeast
11,485.374027
19
34.8
0
male
yes
southwest
27,145.964441
28
26.51
2
female
no
southeast
3,894.82564
58
22.77
0
female
no
southeast
9,324.513171
52
18.335
0
female
no
northwest
7,336.237786
41
32.2
1
female
no
southwest
8,991.504251
39
26.22
1
male
no
northwest
7,046.533631
40
35.3
3
male
no
southwest
10,629.785944
28
25.8
0
female
no
southwest
2,956.788321
62
21.4
0
male
no
southwest
10,014.530721
21
31.1
0
male
no
southwest
2,824.649972