age
int64
0
140
bmi
float64
1
161
children
int64
0
5
sex
stringclasses
2 values
smoker
stringclasses
2 values
region
stringclasses
4 values
prediction
float64
0
54.3k
50
20
1
male
yes
northeast
31,717.233228
18
26.315
0
female
no
northeast
1,564.934159
46
48.07
2
female
no
northeast
16,944.259957
30
23.655
3
female
yes
northwest
28,308.264321
52
27.36
0
male
yes
northwest
33,916.229712
39
32.8
0
female
no
southwest
8,337.669827
19
30.59
0
male
no
northwest
2,873.711507
52
24.13
1
female
yes
northwest
33,271.291244
26
35.42
0
male
no
southeast
6,013.511503
25
22.515
1
female
no
northwest
2,137.41386
52
46.75
5
female
no
southeast
18,659.124078
60
24.53
0
female
no
southeast
11,098.339302
40
41.42
1
female
no
northwest
12,364.784142
32
28.93
1
male
yes
southeast
29,444.042715
40
29.3
4
female
no
southwest
9,115.936735
39
42.655
0
male
no
northeast
12,450.924589
29
35.5
2
male
yes
southwest
31,161.15739
26
46.53
1
male
no
southeast
10,183.888539
59
25.46
0
male
no
northwest
11,423.454948
48
33.33
0
female
no
southeast
10,981.045289
23
28.12
0
female
no
northwest
3,087.587418
59
27.5
1
male
no
southwest
12,097.28051
20
33.33
0
male
no
southeast
3,767.133835
23
41.91
0
male
no
southeast
7,430.315048
44
30.69
2
male
no
southeast
9,895.184004
21
16.815
1
female
no
northeast
0
57
31.825
0
female
no
northwest
13,073.689322
24
33.345
0
female
no
northwest
5,105.871708
34
42.9
1
male
no
southwest
10,864.113164
33
35.75
2
male
no
southeast
8,774.139553
35
34.21
1
female
no
southeast
8,362.281343
23
32.7
3
male
no
southwest
5,449.593937
20
26.84
1
female
yes
southeast
25,674.402503
59
37.1
1
male
no
southwest
15,333.369009
51
36.385
3
female
no
northwest
14,344.813474
63
37.7
0
female
yes
southwest
39,807.969127
59
27.83
3
female
no
southeast
13,229.605368
53
20.9
0
male
yes
southeast
31,708.400562
52
18.335
0
female
no
northwest
7,241.432267
39
32.34
2
male
no
southeast
9,166.508186
22
27.1
0
female
no
southwest
2,047.655282
56
34.43
0
male
no
southeast
13,389.061052
63
36.3
0
female
no
southeast
15,836.845756
19
33.11
0
female
yes
southeast
27,105.718315
22
39.5
0
male
no
southwest
6,209.011234
30
25.46
0
male
no
northeast
4,341.836806
18
29.165
0
female
no
northeast
2,525.647932
60
18.335
0
female
no
northeast
9,667.91524
51
18.05
0
female
no
northwest
6,888.385184
34
33.25
1
female
no
northeast
8,439.561084
30
44.22
2
male
no
southeast
10,858.386351
40
35.3
3
male
no
southwest
10,694.621571
22
33.77
0
male
no
southeast
4,429.405969
19
27.265
2
male
no
northwest
2,603.436339
54
28.88
2
female
no
northeast
12,531.259532
43
27.8
0
male
yes
southwest
31,312.647055
53
33.25
0
female
no
northeast
12,896.820711
21
36.85
0
male
no
southeast
5,210.675323
63
27.74
0
female
yes
northeast
37,260.326664
26
29.92
1
female
no
southeast
4,603.372943
28
17.29
0
female
no
northeast
1,092.430936
29
29.64
1
male
no
northeast
5,919.18675
63
31.8
0
female
no
southwest
14,167.994215
54
32.68
0
female
no
northeast
12,961.653662
21
34.87
0
female
no
southeast
4,561.823762
27
32.585
3
male
no
northeast
7,248.530471
42
24.985
2
female
no
northwest
7,763.898246
55
32.775
0
male
no
northwest
12,861.384143
31
27.645
2
male
no
northeast
6,185.917304
22
31.35
1
male
no
northwest
4,326.107747
28
25.935
1
female
no
northwest
4,061.197505
29
24.6
2
female
no
southwest
3,854.31141
40
32.775
1
male
yes
northeast
33,453.833521
22
52.58
1
male
yes
southeast
34,846.524511
47
19.57
1
male
no
northwest
6,779.550131
32
17.765
2
female
yes
northwest
26,411.461818
22
23.18
0
female
no
northeast
1,536.051832
19
22.515
0
female
no
northwest
170.280841
19
24.51
1
female
no
northwest
1,268.059266
58
32.395
1
female
no
northeast
14,318.763892
43
30.685
2
female
no
northwest
9,942.301498
51
33.915
0
female
no
northeast
12,607.035846
51
30.03
1
male
no
southeast
11,046.254077
19
17.48
0
male
no
northwest
0
49
30.78
1
female
no
northeast
11,461.578068
30
24.4
3
male
yes
southwest
28,101.684553
63
35.09
0
male
yes
southeast
39,061.500932
64
26.885
0
female
yes
northwest
36,858.410912
45
25.175
2
female
no
northeast
8,969.550274
41
34.2
2
male
no
northwest
10,594.638715
56
35.8
1
female
no
southwest
14,142.813265
38
28.025
1
male
no
northeast
7,687.563632
35
23.465
2
female
no
northeast
5,823.364952
28
27.5
2
female
no
southwest
4,574.904104
18
41.14
0
male
no
southeast
5,885.875254
44
38.95
0
female
yes
northwest
35,785.918434
42
37.18
2
male
no
southeast
11,568.963255
61
21.09
0
female
no
northwest
10,482.9036
57
31.16
0
female
yes
northwest
36,500.65163
20
33
0
female
no
southeast
3,674.484984