age
int64
3
82
bmi
float64
3
52.6
children
int64
0
10
sex
stringclasses
2 values
smoker
stringclasses
2 values
region
stringclasses
5 values
prediction
float64
-5,191.67
42.7k
22
31.35
1
male
no
northwest
4,326.107747
19
30.4
0
male
no
southwest
2,370.541894
40
35.3
3
male
no
southwest
10,694.621571
30
28.405
1
female
no
northwest
5,407.76752
21
36.85
0
male
no
southeast
5,210.675323
35
30.5
1
male
no
southwest
6,941.141226
21
35.72
0
female
no
northwest
5,135.539402
60
28.595
0
male
no
northeast
13,107.893131
33
35.75
2
male
no
southeast
8,774.139553
25
23.9
5
male
no
southwest
3,847.688459
28
23.845
2
female
no
northwest
3,781.952855
53
22.88
1
female
yes
southeast
32,819.71429
41
33.06
2
female
no
northwest
10,228.944897
18
21.47
0
male
no
northeast
-86.870947
62
21.4
0
male
no
southwest
10,386.664277
19
31.92
0
male
yes
northwest
26,973.173457
56
35.8
1
female
no
southwest
14,142.813265
30
19.95
3
female
no
northwest
3,408.20756
19
30.59
0
male
no
northwest
2,873.711507
49
42.68
2
female
no
southeast
15,240.393923
57
22.23
0
female
no
northeast
10,209.963612
39
32.34
2
male
no
southeast
9,166.508186
47
36.63
1
female
yes
southeast
35,912.882644
49
21.3
1
female
no
southwest
7,456.141321
45
25.175
2
female
no
northeast
8,969.550274
19
28.6
5
female
no
southwest
3,908.76091
22
32.11
0
male
no
northwest
4,157.019303
60
35.1
0
female
no
southwest
14,509.472519
26
33.915
1
male
no
northwest
6,218.652966
23
37.1
3
male
no
southwest
6,932.801166
49
29.83
1
male
no
northeast
11,122.748452
31
38.39
2
male
no
southeast
9,150.112479
39
42.655
0
male
no
northeast
12,450.924589
26
46.53
1
male
no
southeast
10,183.888539
35
35.86
2
female
no
southeast
9,343.762837
32
28.93
0
female
no
southeast
5,386.226768
29
24.6
2
female
no
southwest
3,854.31141
28
31.68
0
male
yes
southeast
28,917.865626
25
34.485
0
female
no
northwest
5,747.132923
20
33.33
0
male
no
southeast
3,767.133835
64
26.885
0
female
yes
northwest
36,858.410912
58
32.395
1
female
no
northeast
14,318.763892
51
36.385
3
female
no
northwest
14,344.813474
32
17.765
2
female
yes
northwest
26,411.461818
19
28.9
0
female
no
southwest
1,883.494758
25
24.3
3
female
no
southwest
3,150.559604
3
3
3
female
yes
southeast
14,120.086633
3
3
4
female
yes
southeast
14,545.365416
40
32.47
4
male
yes
southeast
33,968.992346
32
23.78
5
female
no
northwest
6,063.781013