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
46
25.745
3
male
no
northwest
9,536
59
25.46
0
male
no
northwest
11,456
52
30.875
0
female
no
northeast
11,840
44
38.95
0
female
yes
northwest
35,584
19
33.11
0
female
yes
southeast
26,880
23
28.12
0
female
no
northwest
3,200
59
27.83
3
female
no
southeast
13,312
24
33.345
0
female
no
northwest
5,216
33
27.455
2
male
no
northwest
6,336
58
33.1
0
female
no
southwest
13,344
64
22.99
0
female
yes
southeast
35,008
33
35.245
0
male
no
northeast
8,384
27
29.15
0
male
yes
southeast
27,552
37
30.78
0
female
yes
northeast
31,328
20
33.33
0
male
no
southeast
3,808
62
32.11
0
male
no
northeast
14,752
43
30.685
2
female
no
northwest
10,048
30
24.4
3
male
yes
southwest
27,840
26
27.06
0
male
yes
southeast
26,592
18
21.47
0
male
no
northeast
-96
21
34.87
0
female
no
southeast
4,640
62
21.4
0
male
no
southwest
10,368
57
23.18
0
female
no
northwest
10,240
25
24.3
3
female
no
southwest
3,232
50
31.825
0
male
yes
northeast
34,944
52
24.13
1
female
yes
northwest
33,088
52
46.75
5
female
no
southeast
18,752
18
26.315
0
female
no
northeast
1,600
63
27.74
0
female
yes
northeast
36,960
29
29.59
1
female
no
southeast
5,344
18
26.125
0
male
no
northeast
1,472
22
52.58
1
male
yes
southeast
34,592
39
32.8
0
female
no
southwest
8,352
43
35.64
1
female
no
southeast
10,976
22
27.1
0
female
no
southwest
2,080
19
31.825
1
female
no
northwest
3,840
26
31.065
0
male
no
northwest
4,896
19
27.265
2
male
no
northwest
2,688
55
27.645
0
male
no
northwest
11,168
42
34.1
0
male
no
southwest
9,504
19
28.9
0
female
no
southwest
1,920
32
17.765
2
female
yes
northwest
26,272
36
30.02
0
female
no
northwest
7,168
28
17.29
0
female
no
northeast
1,120
54
28.88
2
female
no
northeast
12,576
38
40.565
1
female
no
northwest
11,648
26
29.92
1
female
no
southeast
4,672
46
28.05
1
female
no
southeast
9,184
30
28.405
1
female
no
northwest
5,536
48
40.15
0
male
no
southeast
13,280
40
28.69
3
female
no
northwest
9,056
25
34.485
0
female
no
northwest
5,856
20
29.6
0
female
no
southwest
2,400
30
31.57
3
male
no
southeast
7,072
19
30.4
0
male
no
southwest
2,368
19
28.6
5
female
no
southwest
4,000
19
25.745
1
female
no
northwest
1,824
62
38.095
2
female
no
northeast
17,728
31
34.39
3
male
yes
northwest
31,968
18
35.2
1
male
no
southeast
4,352
57
31.16
0
female
yes
northwest
36,288
37
30.8
2
female
no
southeast
8,256
26
30.875
2
male
no
northwest
5,696
35
30.5
1
male
no
southwest
6,944
26
33.915
1
male
no
northwest
6,272
49
41.47
4
female
no
southeast
15,776
51
34.1
0
female
no
southeast
12,064
58
32.395
1
female
no
northeast
14,336
34
33.25
1
female
no
northeast
8,480
22
39.5
0
male
no
southwest
6,176
24
35.86
0
male
no
southeast
5,664
42
24.985
2
female
no
northwest
7,904
40
29.3
4
female
no
southwest
9,184
49
28.69
3
male
no
northwest
11,296
57
31.825
0
female
no
northwest
13,152
29
22.515
3
male
no
northeast
4,384
25
20.8
1
female
no
southwest
1,184
28
33
2
female
no
southeast
6,688
64
37.905
0
male
no
northwest
16,928
19
17.48
0
male
no
northwest
-1,472
21
16.815
1
female
no
northeast
-384
19
27.7
0
male
yes
southwest
24,800
60
24.53
0
female
no
southeast
11,168
43
32.6
2
male
no
southwest
10,144
32
28.93
1
male
yes
southeast
29,184
23
37.1
3
male
no
southwest
6,944
57
23.98
1
female
no
southeast
10,624
21
26.4
1
female
no
southwest
2,016
22
31.35
1
male
no
northwest
4,384
50
26.41
0
male
no
northwest
9,472
26
46.53
1
male
no
southeast
10,208
31
36.3
2
male
yes
southwest
31,648
53
33.25
0
female
no
northeast
12,896
64
26.885
0
female
yes
northwest
36,640
50
32.11
2
male
no
northeast
12,576
30
19.95
3
female
no
northwest
3,552
22
23.18
0
female
no
northeast
1,568
20
30
0
male
no
southwest
2,496
20
30.1
0
male
no
southwest
2,528
20
30.1
0
male
yes
southwest
25,888