age
int64
18
64
bmi
float64
17
55
children
int64
0
8
sex
stringclasses
2 values
smoker
stringclasses
2 values
region
stringclasses
4 values
prediction
float64
-1,545.57
43.6k
57
31.825
0
female
no
northwest
13,073.689322
25
34.485
0
female
no
northwest
5,747.132923
33
35.75
1
male
yes
southeast
31,999.989625
63
37.7
0
female
yes
southwest
39,807.969127
32
28.93
0
female
no
southeast
5,386.226768
48
40.15
0
male
no
southeast
13,261.424802
63
27.74
0
female
yes
northeast
37,260.326664
33
27.455
2
male
no
northwest
6,265.143805
18
29.37
1
male
no
southeast
2,343.574701
40
35.3
3
male
no
southwest
10,694.621571
28
27.5
2
female
no
southwest
4,574.904104
62
32.11
0
male
no
northeast
14,806.724863
45
35.9
4
male
yes
southeast
36,410.098329
45
35.9
3
male
yes
southeast
35,984.819545
45
30.55
4
male
yes
southeast
34,606.653176
40
45
3
female
no
northeast
14,792.810371
45
55
5
male
yes
northwest
43,561.031825
43
28
2
female
no
northwest
9,037.207996
43
22
2
female
no
northwest
7,014.652684
33
33.44
5
male
no
southeast
9,271.292109
58
25.175
0
male
yes
northeast
35,092.214047
58
38.38
2
female
no
northeast
16,761.541599
45
34
4
male
yes
northwest
36,056.80945
33
33.44
5
male
no
southeast
9,271.292109
58
25.175
0
male
yes
northeast
35,092.214047
58
38.38
2
female
no
northeast
16,761.541599
45
38.7
4
male
yes
southeast
37,353.957474
52
46.75
5
female
no
southeast
18,659.124078
49
22.515
0
male
no
northeast
8,231.637651
47
29.37
1
female
no
southeast
9,814.461861
60
28.595
0
male
no
northeast
13,107.893131
31
36.3
2
male
yes
southwest
31,944.782843
25
30.3
0
female
no
southwest
3,897.278565
58
33.1
0
female
no
southwest
13,321.336003
51
36.385
3
female
no
northwest
14,344.813474
49
21.3
1
female
no
southwest
7,456.141321
40
28.69
3
female
no
northwest
8,924.153523
37
30.78
0
female
yes
northeast
31,603.71967
39
32.8
0
female
no
southwest
8,337.669827
64
26.885
0
female
yes
northwest
36,858.410912
31
38.39
2
male
no
southeast
9,150.112479
47
38.94
2
male
yes
southeast
37,098.253531
42
30
0
male
yes
southwest
31,797.274963
41
33.06
2
female
no
northwest
10,228.944897
28
25.8
0
female
no
southwest
3,151.289199
49
36.85
0
male
no
southeast
12,405.995087
43
32.6
2
male
no
southwest
10,130.120015
19
33.1
0
male
no
southwest
3,280.691784
19
30.4
0
male
no
southwest
2,370.541894
64
40.48
0
male
no
southeast
17,484.276638
36
30.02
0
female
no
northwest
7,068.747443
30
25.46
0
male
no
northeast
4,341.836806
22
39.805
0
female
no
northeast
7,140.215508
26
30
1
male
no
southwest
4,459.813597
19
28.6
5
female
no
southwest
3,908.76091
53
33.25
0
female
no
northeast
12,896.820711
22
27.1
0
female
no
southwest
2,047.655282
21
35.72
0
female
no
northwest
5,135.539402
59
27.83
3
female
no
southeast
13,229.605368
33
35.245
0
male
no
northeast
8,411.214544
20
33.33
0
male
no
southeast
3,767.133835
55
32.775
0
male
no
northwest
12,861.384143
26
29.92
1
female
no
southeast
4,603.372943
45
25.175
2
female
no
northeast
8,969.550274
62
26.695
0
male
yes
northeast
36,632.49755
47
19.57
1
male
no
northwest
6,779.550131
63
31.8
0
female
no
southwest
14,167.994215
30
44.22
2
male
no
southeast
10,858.386351
47
26.6
2
female
no
northeast
9,963.858573
52
18.335
0
female
no
northwest
7,241.432267
39
32.34
2
male
no
southeast
9,166.508186
20
33
1
male
no
southwest
3,929.237018
23
41.91
0
male
no
southeast
7,430.315048
49
30.78
1
female
no
northeast
11,461.578068
27
24.75
0
female
yes
southeast
26,343.430227
22
33.77
0
male
no
southeast
4,429.405969
51
30.03
1
male
no
southeast
11,046.254077
21
26.4
1
female
no
southwest
1,979.993573
34
34.675
0
male
no
northeast
8,476.047495
19
31.825
1
female
no
northwest
3,733.891284
28
23.845
2
female
no
northwest
3,781.952855
48
40.15
0
male
no
southeast
13,261.424802
54
47.41
0
female
yes
southeast
40,920.291512
61
36.1
3
male
no
southwest
16,360.785435
41
32.2
2
male
no
southwest
9,481.331583
28
33
2
female
no
southeast
6,580.848198
46
32.3
2
female
no
northeast
11,628.310413
49
42.68
2
female
no
southeast
15,240.393923
49
25.6
2
male
yes
southwest
32,963.455242
29
35.5
2
male
yes
southwest
31,161.15739
29
29.64
1
male
no
northeast
5,919.18675
37
30.8
2
female
no
southeast
8,152.025936
62
38.83
0
male
no
southeast
16,414.122515
43
38.06
2
male
yes
southeast
35,773.709262
49
41.47
4
female
no
southeast
15,683.069502
19
31.92
0
male
yes
northwest
26,973.173457
26
27.06
0
male
yes
southeast
26,846.546625
22
23.18
0
female
no
northeast
1,536.051832
44
31.35
1
male
yes
northeast
34,001.379457
41
30.59
2
male
no
northwest
9,377.734602