age
int64
18
74
bmi
float64
16.8
52.6
children
int64
0
5
sex
stringclasses
2 values
smoker
stringclasses
2 values
region
stringclasses
4 values
prediction
float64
-1,545.57
43.5k
57
45.32
1
female
no
southeast
17,760.845123
46
38.285
0
female
no
northeast
12,795.251769
50
38.285
0
female
no
northeast
13,823.154593
55
38.285
0
female
no
northeast
15,108.033122
48
29.37
1
female
no
southeast
10,071.437567
52
29.37
1
female
no
southeast
11,099.340391
57
29.37
1
female
no
southeast
12,384.21892
53
38.38
2
female
no
northeast
15,476.66307
57
38.38
2
female
no
northeast
16,504.565893
62
38.38
2
female
no
northeast
17,789.444422
53
24.13
1
female
yes
northwest
33,528.26695
57
24.13
1
female
yes
northwest
34,556.169774
62
24.13
1
female
yes
northwest
35,841.048303
62
23.655
0
male
no
northeast
11,956.607336
66
23.655
0
male
no
northeast
12,984.510159
71
23.655
0
male
no
northeast
14,269.388688
26
30.3
0
female
no
southwest
4,154.254271
30
30.3
0
female
no
southwest
5,182.157094
35
30.3
0
female
no
southwest
6,467.035624
52
34.1
0
female
no
southeast
12,268.509378
56
34.1
0
female
no
southeast
13,296.412201
61
34.1
0
female
no
southeast
14,581.29073
20
25.175
0
male
no
northwest
1,305.331044
24
25.175
0
male
no
northwest
2,333.233867
29
25.175
0
male
no
northwest
3,618.112396
23
31.35
1
male
no
northwest
4,583.083453
27
31.35
1
male
no
northwest
5,610.986276
32
31.35
1
male
no
northwest
6,895.864806
56
27.645
0
male
no
northwest
11,389.075057
60
27.645
0
male
no
northwest
12,416.97788
65
27.645
0
male
no
northwest
13,701.856409
47
28.05
1
female
no
southeast
9,369.499693
51
28.05
1
female
no
southeast
10,397.402516
56
28.05
1
female
no
southeast
11,682.281045
27
30
1
male
no
southwest
4,716.789303
31
30
1
male
no
southwest
5,744.692127
36
30
1
male
no
southwest
7,029.570656
65
22.99
0
female
yes
southeast
35,515.224157
69
22.99
0
female
yes
southeast
36,543.126981
74
22.99
0
female
yes
southeast
37,828.00551
34
35.75
2
male
no
southeast
9,031.115259
38
35.75
2
male
no
southeast
10,059.018082
43
35.75
2
male
no
southeast
11,343.896611
64
35.09
0
male
yes
southeast
39,318.476638
68
35.09
0
male
yes
southeast
40,346.379462
73
35.09
0
male
yes
southeast
41,631.257991
59
32.395
1
female
no
northeast
14,575.739598
63
32.395
1
female
no
northeast
15,603.642421
68
32.395
1
female
no
northeast
16,888.52095
42
34.2
2
male
no
northwest
10,851.61442
46
34.2
2
male
no
northwest
11,879.517244
51
34.2
2
male
no
northwest
13,164.395773
49
40.15
0
male
no
southeast
13,518.400508
53
40.15
0
male
no
southeast
14,546.303331
58
40.15
0
male
no
southeast
15,831.18186
52
34.2
1
female
no
southwest
12,575.562359
56
34.2
1
female
no
southwest
13,603.465182
61
34.2
1
female
no
southwest
14,888.343711
48
26.6
2
female
no
northeast
10,220.834278
52
26.6
2
female
no
northeast
11,248.737102
57
26.6
2
female
no
northeast
12,533.615631
31
44.22
2
male
no
southeast
11,115.362056
35
44.22
2
male
no
southeast
12,143.26488
40
44.22
2
male
no
southeast
13,428.143409
55
47.41
0
female
yes
southeast
41,177.267217
59
47.41
0
female
yes
southeast
42,205.170041
64
47.41
0
female
yes
southeast
43,490.04857
45
39.52
0
male
no
northwest
12,565.316347
49
39.52
0
male
no
northwest
13,593.219171
54
39.52
0
male
no
northwest
14,878.0977
20
20.6
0
female
no
southwest
-657.397718
24
20.6
0
female
no
southwest
370.505106
29
20.6
0
female
no
southwest
1,655.383635
21
26.84
1
female
yes
southeast
25,931.378209
25
26.84
1
female
yes
southeast
26,959.281032
30
26.84
1
female
yes
southeast
28,244.159562
31
19.95
3
female
no
northwest
3,665.183266
35
19.95
3
female
no
northwest
4,693.086089
40
19.95
3
female
no
northwest
5,977.964619
19
41.14
0
male
no
southeast
6,142.850959
23
41.14
0
male
no
southeast
7,170.753783
28
41.14
0
male
no
southeast
8,455.632312
36
34.32
3
male
no
southeast
9,488.303105
40
34.32
3
male
no
southeast
10,516.205928
45
34.32
3
male
no
southeast
11,801.084457
34
27.455
2
male
no
northwest
6,522.119511
38
27.455
2
male
no
northwest
7,550.022334
43
27.455
2
male
no
northwest
8,834.900863
41
28.69
3
female
no
northwest
9,181.129229
45
28.69
3
female
no
northwest
10,209.032052
50
28.69
3
female
no
northwest
11,493.910581
52
36.385
3
female
no
northwest
14,601.78918
56
36.385
3
female
no
northwest
15,629.692003
61
36.385
3
female
no
northwest
16,914.570532
60
27.5
1
male
no
southwest
12,354.256216
64
27.5
1
male
no
southwest
13,382.159039
69
27.5
1
male
no
southwest
14,667.037568
61
28.595
0
male
no
northeast
13,364.868837
65
28.595
0
male
no
northeast
14,392.77166
70
28.595
0
male
no
northeast
15,677.650189