age
int64
0
64
bmi
float64
0
52.6
children
int64
0
5
sex
stringclasses
3 values
smoker
stringclasses
3 values
region
stringclasses
4 values
prediction
float64
-12,607.68
40.9k
62
38.095
2
female
no
northeast
17,728
61
36.1
3
male
no
southwest
16,352
18
41.14
0
male
no
southeast
5,920
53
36.6
3
male
no
southwest
14,464
49
28.69
3
male
no
northwest
11,296
23
37.1
3
male
no
southwest
6,944
32
28.93
0
female
no
southeast
5,440
20
26.84
1
female
yes
southeast
25,472
19
25.175
0
male
no
northwest
1,120
21
33.63
2
female
no
northwest
5,408
31
34.39
3
male
yes
northwest
31,968
46
28.05
1
female
no
southeast
9,184
53
20.9
0
male
yes
southeast
31,424
19
27.7
0
male
yes
southwest
24,800
36
29.92
0
female
no
southeast
6,816
63
31.8
0
female
no
southwest
14,176
29
29.64
1
male
no
northeast
5,920
33
35.245
0
male
no
northeast
8,384
50
26.41
0
male
no
northwest
9,472
54
32.68
0
female
no
northeast
12,960
26
33.915
1
male
no
northwest
6,272
28
33
2
female
no
southeast
6,688
19
30.59
0
male
no
northwest
2,944
47
25.41
1
male
yes
southeast
31,840
47
29.37
1
female
no
southeast
9,888
59
27.83
3
female
no
southeast
13,312
30
27.93
0
female
no
northeast
5,216
56
25.65
0
female
no
northwest
10,816
52
37.525
2
female
no
northwest
14,656
22
32.11
0
male
no
northwest
4,224
57
23.18
0
female
no
northwest
10,240
48
33.33
0
female
no
southeast
11,040
30
24.4
3
male
yes
southwest
27,840
64
26.885
0
female
yes
northwest
36,640
26
27.06
0
male
yes
southeast
26,592
20
33
0
female
no
southeast
3,744
33
35.75
1
male
yes
southeast
31,744
56
34.43
0
male
no
southeast
13,408
30
23.655
3
female
yes
northwest
28,160
38
37.05
1
male
no
northeast
10,720
25
22.515
1
female
no
northwest
2,272
31
30.495
3
female
no
northeast
7,648
45
38.285
0
female
no
northeast
12,544
51
34.1
0
female
no
southeast
12,064
39
32.34
2
male
no
southeast
9,216
38
40.565
1
female
no
northwest
11,648
19
33.11
0
female
yes
southeast
26,880
26
30
1
male
no
southwest
4,448
18
29.37
1
male
no
southeast
2,400
63
27.74
0
female
yes
northeast
36,960
42
24.985
2
female
no
northwest
7,904
27
29.15
0
male
yes
southeast
27,552
58
33.1
0
female
no
southwest
13,344
60
28.9
0
male
no
southwest
12,384
19
28.6
5
female
no
southwest
4,000
33
28.27
1
female
no
southeast
5,920
41
34.2
2
male
no
northwest
10,656
41
40.26
0
male
no
southeast
11,520
18
30.14
0
male
no
southeast
2,208
53
36.86
3
female
yes
northwest
38,496
45
25.175
2
female
no
northeast
9,024
26
22.23
0
female
no
northwest
1,984
25
25.74
0
male
no
southeast
2,528
30
31.57
3
male
no
southeast
7,072
63
37.7
0
female
yes
southwest
39,520
54
28.88
2
female
no
northeast
12,576
25
20.8
1
female
no
southwest
1,184
49
29.83
1
male
no
northeast
11,104
29
35.5
2
male
yes
southwest
30,880
30
25.46
0
male
no
northeast
4,320
35
34.21
1
female
no
southeast
8,448
44
38.95
0
female
yes
northwest
35,584
64
37.905
0
male
no
northwest
16,928
52
18.335
0
female
no
northwest
7,328
57
31.16
0
female
yes
northwest
36,288
22
31.35
1
male
no
northwest
4,384
26
35.42
0
male
no
southeast
6,048
61
21.09
0
female
no
northwest
10,560
31
25.935
1
male
no
northwest
4,896
49
21.3
1
female
no
southwest
7,488
41
32.2
2
male
no
southwest
9,472
30
28.405
1
female
no
northwest
5,536
19
20.6
0
female
no
southwest
-864
25
30.3
0
female
no
southwest
3,936
28
31.68
0
male
yes
southeast
28,640
27
29.15
0
male
yes
southeast
27,552
29
35.5
2
male
yes
southwest
30,880
46
48.07
2
female
no
northeast
16,960
39
42.655
0
male
no
northeast
12,416
52
24.13
1
female
yes
northwest
33,088
49
28.69
3
male
no
northwest
11,296
31
36.3
2
male
yes
southwest
31,648
35
23.465
2
female
no
northeast
5,856
51
18.05
0
female
no
northwest
6,976
59
27.83
3
female
no
southeast
13,312
24
33.345
0
female
no
northwest
5,216
42
34.1
0
male
no
southwest
9,504
30
19.95
3
female
no
northwest
3,552
59
37.1
1
male
no
southwest
15,296
32
29.8
2
female
no
southwest
6,432