age
int64
3
64
bmi
float64
16.8
52.6
children
int64
0
5
sex
stringclasses
2 values
smoker
stringclasses
2 values
region
stringclasses
4 values
prediction
float64
-2,343.68
40.9k
19
28.6
5
female
no
southwest
3,908.76091
37
46.53
3
male
no
southeast
13,861.17887
21
34.87
0
female
no
southeast
4,561.823762
41
34.2
2
male
no
northwest
10,594.638715
60
28.9
0
male
no
southwest
12,400.907005
40
35.3
3
male
no
southwest
10,694.621571
41
40.26
0
male
no
southeast
11,499.675042
49
42.68
2
female
no
southeast
15,240.393923
35
34.21
1
female
no
southeast
8,362.281343
20
33.33
0
male
no
southeast
3,767.133835
25
24.3
3
female
no
southwest
3,150.559604
57
22.23
0
female
no
northeast
10,209.963612
48
33.33
0
female
no
southeast
10,981.045289
63
35.09
0
male
yes
southeast
39,061.500932
46
25.745
3
male
no
northwest
9,454.678501
43
26.885
0
female
yes
northwest
31,461.921089
26
30
1
male
no
southwest
4,459.813597
50
32.11
2
male
no
northeast
12,573.57396
29
22.515
3
male
no
northeast
4,367.959885
32
31.5
1
male
no
southwest
6,507.30666
62
38.095
2
female
no
northeast
17,693.373045
31
36.3
2
male
yes
southwest
31,944.782843
63
36.3
0
female
no
southeast
15,836.845756
23
32.7
3
male
no
southwest
5,449.593937
18
26.125
0
male
no
northeast
1,482.294883
53
22.88
1
female
yes
southeast
32,819.71429
20
29.6
0
female
no
southwest
2,376.43525
25
34.485
0
female
no
northwest
5,747.132923
56
34.43
0
male
no
southeast
13,389.061052
42
34.1
0
male
no
southwest
9,528.22557
25
22.515
1
female
no
northwest
2,137.41386
27
29.15
0
male
yes
southeast
27,808.045764
35
30.5
1
male
no
southwest
6,941.141226
49
22.515
0
male
no
northeast
8,231.637651
63
35.09
0
male
yes
southeast
39,061.500932
31
25.935
1
male
no
northwest
4,813.532931
19
27.7
0
male
yes
southwest
25,111.520859
40
24.97
2
male
no
southeast
6,939.111784
63
36.3
0
female
no
southeast
15,836.845756
63
31.8
0
female
no
southwest
14,167.994215
41
30.59
2
male
no
northwest
9,377.734602
62
38.095
2
female
no
northeast
17,693.373045
32
29.8
2
female
no
southwest
6,378.119797
34
33.25
1
female
no
northeast
8,439.561084
28
17.29
0
female
no
northeast
1,092.430936
28
25.935
1
female
no
northwest
4,061.197505
26
46.53
1
male
no
southeast
10,183.888539
19
33.1
0
male
no
southwest
3,280.691784
26
33.915
1
male
no
northwest
6,218.652966
26
35.42
0
male
no
southeast
6,013.511503
55
27.645
0
male
no
northwest
11,132.099351
59
27.5
1
male
no
southwest
12,097.28051
20
29.6
0
female
no
southwest
2,376.43525
36
29.92
0
female
no
southeast
6,747.851217
62
21.4
0
male
no
southwest
10,386.664277
25
24.3
3
female
no
southwest
3,150.559604
27
29.15
0
male
yes
southeast
27,808.045764
60
24.53
0
female
no
southeast
11,098.339302
23
24.51
0
male
no
northeast
2,222.76894
28
27.5
2
female
no
southwest
4,574.904104
58
27.17
0
female
no
northwest
11,761.499198
51
33.915
0
female
no
northeast
12,607.035846
43
32.6
2
male
no
southwest
10,130.120015
21
34.87
0
female
no
southeast
4,561.823762
23
27.36
1
male
no
northwest
3,238.084171
31
30.495
3
female
no
northeast
7,590.501553
35
23.465
2
female
no
northeast
5,823.364952
27
30.4
3
female
no
northwest
6,159.897611
59
35.2
0
female
no
southeast
14,438.141126
43
29.9
1
female
no
southwest
8,813.283033
39
32.34
2
male
no
southeast
9,166.508186
43
26.7
2
female
yes
southwest
31,810.994506
27
32.585
3
male
no
northeast
7,248.530471
47
19.57
1
male
no
northwest
6,779.550131
49
36.85
0
male
no
southeast
12,405.995087
59
37.1
1
male
no
southwest
15,333.369009
41
33.06
2
female
no
northwest
10,228.944897
64
40.48
0
male
no
southeast
17,484.276638
25
25.74
0
male
no
southeast
2,493.479894
54
28.88
2
female
no
northeast
12,531.259532
37
30.78
0
female
yes
northeast
31,603.71967
24
35.86
0
male
no
southeast
5,647.880814
32
17.765
2
female
yes
northwest
26,411.461818
63
27.74
0
female
yes
northeast
37,260.326664
22
52.58
1
male
yes
southeast
34,846.524511
37
30.8
2
female
no
southeast
8,152.025936
21
26.4
1
female
no
southwest
1,979.993573
44
39.52
0
male
no
northwest
12,308.340641
19
31.825
1
female
no
northwest
3,733.891284
21
33.63
2
female
no
northwest
5,281.573535
57
22.23
0
female
no
northeast
10,209.963612
28
33
2
female
no
southeast
6,580.848198
26
22.23
0
female
no
northwest
1,873.039405
56
35.8
1
female
no
southwest
14,142.813265
45
38.285
0
female
no
northeast
12,538.276063
52
46.75
5
female
no
southeast
18,659.124078
49
21.3
1
female
no
southwest
7,456.141321
52
37.525
2
female
no
northwest
14,560.795906
23
36.67
2
female
yes
northeast
30,842.092487
41
40.26
0
male
no
southeast
11,499.675042