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
34
33.7
1
female
no
southwest
7,781.453378
18
26.125
0
male
no
northeast
1,482.294883
38
40.565
1
female
no
northwest
11,562.618598
22
39.805
0
female
no
northeast
7,140.215508
27
24.75
0
female
yes
southeast
26,343.430227
59
27.83
3
female
no
southeast
13,229.605368
61
36.1
3
male
no
southwest
16,360.785435
23
36.67
2
female
yes
northeast
30,842.092487
46
25.745
3
male
no
northwest
9,454.678501
44
38.95
0
female
yes
northwest
35,785.918434
34
34.675
0
male
no
northeast
8,476.047495
19
25.175
0
male
no
northwest
1,048.355338
40
32.775
1
male
yes
northeast
33,453.833521
64
22.99
0
female
yes
southeast
35,258.248451
30
23.655
3
female
yes
northwest
28,308.264321
51
36.385
3
female
no
northwest
14,344.813474
43
38.06
2
male
yes
southeast
35,773.709262
41
32.2
2
male
no
southwest
9,481.331583
28
17.29
0
female
no
northeast
1,092.430936
58
31.825
2
female
no
northeast
14,551.899921
63
27.74
0
female
yes
northeast
37,260.326664
57
23.18
0
female
no
northwest
10,159.52421
30
44.22
2
male
no
southeast
10,858.386351
53
22.88
1
female
yes
southeast
32,819.71429
19
30.4
0
male
no
southwest
2,370.541894
19
33.11
0
female
yes
southeast
27,105.718315
52
26.4
3
male
no
southeast
10,930.141387
47
26.6
2
female
no
northeast
9,963.858573
30
31.57
3
male
no
southeast
7,019.444352
25
22.515
1
female
no
northwest
2,137.41386
27
29.15
0
male
yes
southeast
27,808.045764
45
38.285
0
female
no
northeast
12,538.276063
63
35.09
0
male
yes
southeast
39,061.500932
52
30.875
0
female
no
northeast
11,839.250194
29
24.6
2
female
no
southwest
3,854.31141
60
40.92
0
male
yes
southeast
40,255.823393
24
35.86
0
male
no
southeast
5,647.880814
41
34.2
2
male
no
northwest
10,594.638715
41
40.26
0
male
no
southeast
11,499.675042
21
16.815
1
female
no
northeast
-441.239183
18
41.14
0
male
no
southeast
5,885.875254
23
24.51
0
male
no
northeast
2,222.76894
32
28.93
1
male
yes
southeast
29,444.042715
21
34.87
0
female
no
southeast
4,561.823762
18
26.315
0
female
no
northeast
1,564.934159
59
37.1
1
male
no
southwest
15,333.369009
44
31.35
1
male
yes
northeast
34,001.379457
54
28.88
2
female
no
northeast
12,531.259532
32
29.8
2
female
no
southwest
6,378.119797
24
33.345
0
female
no
northwest
5,105.871708
22
32.11
0
male
no
northwest
4,157.019303
43
30.685
2
female
no
northwest
9,942.301498
18
30.14
0
male
no
southeast
2,177.857182
30
43.12
2
female
no
southeast
10,506.176235
51
30.03
1
male
no
southeast
11,046.254077
47
29.37
1
female
no
southeast
9,814.461861
22
31.35
1
male
no
northwest
4,326.107747
63
37.7
0
female
yes
southwest
39,807.969127
51
34.1
0
female
no
southeast
12,011.533672
25
20.8
1
female
no
southwest
1,120.178105
40
35.3
3
male
no
southwest
10,694.621571
18
29.165
0
female
no
northeast
2,525.647932
49
41.47
4
female
no
southeast
15,683.069502
42
37.18
2
male
no
southeast
11,568.963255
43
35.97
3
male
yes
southeast
35,494.464612
37
30.78
0
female
yes
northeast
31,603.71967
47
19.57
1
male
no
northwest
6,779.550131
38
37.05
1
male
no
northeast
10,729.823913
34
31.92
1
female
yes
northeast
31,642.356845
47
45.32
1
female
no
southeast
15,191.088065
20
33.33
0
male
no
southeast
3,767.133835
40
41.42
1
female
no
northwest
12,364.784142
35
34.21
1
female
no
southeast
8,362.281343
28
25.935
1
female
no
northwest
4,061.197505
43
26.885
0
female
yes
northwest
31,461.921089
42
34.1
0
male
no
southwest
9,528.22557
19
31.92
0
male
yes
northwest
26,973.173457
44
39.52
0
male
no
northwest
12,308.340641
22
39.5
0
male
no
southwest
6,209.011234
20
29.6
0
female
no
southwest
2,376.43525
57
31.825
0
female
no
northwest
13,073.689322
29
22.515
3
male
no
northeast
4,367.959885
39
32.8
0
female
no
southwest
8,337.669827
49
28.69
3
male
no
northwest
11,218.343184
63
36.3
0
female
no
southeast
15,836.845756
60
40.92
0
male
yes
southeast
40,255.823393
52
27.36
0
male
yes
northwest
33,916.229712
23
37.1
3
male
no
southwest
6,932.801166
28
25.935
1
female
no
northwest
4,061.197505
62
21.4
0
male
no
southwest
10,386.664277
55
27.645
0
male
no
northwest
11,132.099351
52
24.13
1
female
yes
northwest
33,271.291244
43
26.885
0
female
yes
northwest
31,461.921089
39
32.5
1
female
no
southwest
8,661.820845
25
23.9
5
male
no
southwest
3,847.688459
31
38.39
2
male
no
southeast
9,150.112479
38
37.05
1
male
no
northeast
10,729.823913
23
27.36
1
male
no
northwest
3,238.084171
27
32.585
3
male
no
northeast
7,248.530471
45
25.175
2
female
no
northeast
8,969.550274