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
52
46.75
5
female
no
southeast
18,752
35
30.5
1
male
no
southwest
6,944
34
33.25
1
female
no
northeast
8,480
19
25.745
1
female
no
northwest
1,824
34
31.92
1
female
yes
northeast
31,392
28
25.935
1
female
no
northwest
4,192
43
32.6
2
male
no
southwest
10,144
22
52.58
1
male
yes
southeast
34,592
19
17.48
0
male
no
northwest
-1,472
19
22.515
0
female
no
northwest
288
38
40.565
1
female
no
northwest
11,648
39
32.8
0
female
no
southwest
8,352
19
30.59
0
male
no
northwest
2,944
58
32.395
1
female
no
northeast
14,336
45
39.805
0
male
no
northeast
12,992
64
40.48
0
male
no
southeast
17,472
32
17.765
2
female
yes
northwest
26,272
21
25.7
4
male
yes
southwest
26,400
57
31.825
0
female
no
northwest
13,152
60
28.9
0
male
no
southwest
12,384
49
36.85
0
male
no
southeast
12,416
49
42.68
2
female
no
southeast
15,328
48
40.15
0
male
no
southeast
13,280
26
31.065
0
male
no
northwest
4,896
28
33
2
female
no
southeast
6,688
43
29.9
1
female
no
southwest
8,832
45
25.7
3
female
no
southwest
8,832
55
32.775
0
male
no
northwest
12,896
20
33.33
0
male
no
southeast
3,808
43
35.97
3
male
yes
southeast
35,264
64
26.885
0
female
yes
northwest
36,640
18
26.125
0
male
no
northeast
1,472
33
35.245
0
male
no
northeast
8,384
23
27.36
1
male
no
northwest
3,328
26
29.92
1
female
no
southeast
4,672
32
31.5
1
male
no
southwest
6,496
44
39.52
0
male
no
northwest
12,352
43
26.885
0
female
yes
northwest
31,264
63
31.8
0
female
no
southwest
14,176
40
32.775
1
male
yes
northeast
33,152
27
29.15
0
male
yes
southeast
27,552
57
31.16
0
female
yes
northwest
36,288
58
33.1
0
female
no
southwest
13,344
20
33
1
male
no
southwest
3,936
22
27.1
0
female
no
southwest
2,080
59
27.5
1
male
no
southwest
12,096
59
35.2
0
female
no
southeast
14,496
29
29.64
1
male
no
northeast
5,920
64
37.905
0
male
no
northwest
16,928
26
22.23
0
female
no
northwest
1,984
32
28.93
1
male
yes
southeast
29,184
33
35.75
2
male
no
southeast
8,832
23
41.91
0
male
no
southeast
7,456
19
33.1
0
male
no
southwest
3,264
23
32.7
3
male
no
southwest
5,472
59
25.46
0
male
no
northwest
11,456
20
33
0
female
no
southeast
3,744
19
31.825
1
female
no
northwest
3,840
43
26.7
2
female
yes
southwest
31,584
51
34.2
1
female
no
southwest
12,352
51
30.03
1
male
no
southeast
11,072
27
30.4
3
female
no
northwest
6,304
18
26.315
0
female
no
northeast
1,600
61
36.1
3
male
no
southwest
16,352
60
18.335
0
female
no
northeast
9,664
41
34.2
2
male
no
northwest
10,656
44
30.69
2
male
no
southeast
9,952
52
38.38
2
female
no
northeast
15,232
19
25.175
0
male
no
northwest
1,120
53
36.86
3
female
yes
northwest
38,496
53
20.9
0
male
yes
southeast
31,424
38
37.05
1
male
no
northeast
10,720
40
24.97
2
male
no
southeast
6,976
39
32.34
2
male
no
southeast
9,216
42
30
0
male
yes
southwest
31,488
38
28.025
1
male
no
northeast
7,680
18
21.47
0
male
no
northeast
-96
21
34.87
0
female
no
southeast
4,640
23
36.67
2
female
yes
northeast
30,592
52
30.875
0
female
no
northeast
11,840
30
27.7
0
female
no
southwest
4,320
37
30.78
0
female
yes
northeast
31,328
58
27.17
0
female
no
northwest
11,840
24
35.86
0
male
no
southeast
5,664
26
33.915
1
male
no
northwest
6,272
57
22.23
0
female
no
northeast
10,208
29
22.515
3
male
no
northeast
4,384
47
26.125
1
female
yes
northeast
32,768
21
26.4
1
female
no
southwest
2,016
42
24.985
2
female
no
northwest
7,904
52
37.525
2
female
no
northwest
14,656
53
36.6
3
male
no
southwest
14,464
49
41.47
4
female
no
southeast
15,776
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
20
30
0
male
no
southwest
2,496
40
24.97
2
male
no
southeast
6,976
20
33
0
female
no
southeast
3,744
42
34.1
0
male
no
southwest
9,504