age
int64
3
65
bmi
float64
3
52.6
children
int64
0
50
sex
stringclasses
2 values
smoker
stringclasses
2 values
region
stringclasses
5 values
prediction
float64
-1,545.57
64.1k
37
28
4
female
yes
southwest
31,557.918156
42
32
5
female
yes
southwest
34,616.445676
19
32
1
female
yes
southwest
27,004.889308
19
26
1
female
yes
southwest
24,982.333996
19
22
1
female
yes
southwest
23,633.963788
16
22
1
female
yes
southwest
22,863.036671
16
22
0
male
no
southwest
-1,231.96266
16
22
0
female
no
southwest
-1,213.370968
16
22
0
male
yes
southwest
22,419.166196
16
22
3
male
yes
southwest
23,695.002546
16
22
3
male
no
southwest
43.873691
21
22
3
male
no
southwest
1,328.75222
3
3
3
female
yes
northwest
14,407.273603
47
36.63
1
female
yes
southeast
35,912.882644
42
37.18
2
male
no
southeast
11,568.963255
19
30.59
0
male
no
northwest
2,873.711507
60
35.1
0
female
no
southwest
14,509.472519
19
28.9
0
female
no
southwest
1,883.494758
53
33.25
0
female
no
northeast
12,896.820711
39
32.8
0
female
no
southwest
8,337.669827
35
23.465
2
female
no
northeast
5,823.364952
25
23.9
5
male
no
southwest
3,847.688459
38
40.565
1
female
no
northwest
11,562.618598
29
35.5
2
male
yes
southwest
31,161.15739
18
26.315
0
female
no
northeast
1,564.934159
31
27.645
2
male
no
northeast
6,185.917304
50
31.825
0
male
yes
northeast
35,278.073871
27
29.15
0
male
yes
southeast
27,808.045764
42
24.985
2
female
no
northwest
7,763.898246
45
25.7
3
female
no
southwest
8,762.003294
18
26.125
0
male
no
northeast
1,482.294883
37
46.53
3
male
no
southeast
13,861.17887
47
29.37
1
female
no
southeast
9,814.461861
40
35.3
3
male
no
southwest
10,694.621571
63
37.7
0
female
yes
southwest
39,807.969127
22
23.18
0
female
no
northeast
1,536.051832
38
28.025
1
male
no
northeast
7,687.563632
25
30.3
0
female
no
southwest
3,897.278565
30
25.46
0
male
no
northeast
4,341.836806
32
29.8
2
female
no
southwest
6,378.119797
23
36.67
2
female
yes
northeast
30,842.092487
43
38.06
2
male
yes
southeast
35,773.709262
25
22.515
1
female
no
northwest
2,137.41386
19
31.825
1
female
no
northwest
3,733.891284
36
26.885
0
female
no
northwest
6,011.962293
29
29.64
1
male
no
northeast
5,919.18675
46
48.07
2
female
no
northeast
16,944.259957
26
35.42
0
male
no
southeast
6,013.511503
54
32.68
0
female
no
northeast
12,961.653662
60
28.9
0
male
no
southwest
12,400.907005
30
27.93
0
female
no
northeast
5,193.047101
30
43.12
2
female
no
southeast
10,506.176235
32
28.93
1
male
yes
southeast
29,444.042715
51
36.385
3
female
no
northwest
14,344.813474
53
20.9
0
male
yes
southeast
31,708.400562
32
33.63
1
male
yes
northeast
31,686.242006
25
25.74
0
male
no
southeast
2,493.479894
26
30
1
male
no
southwest
4,459.813597
28
27.5
2
female
no
southwest
4,574.904104
32
31.5
1
male
no
southwest
6,507.30666
43
29.9
1
female
no
southwest
8,813.283033
23
28.12
0
female
no
northwest
3,087.587418
47
25.41
1
male
yes
southeast
32,112.11252
22
27.1
0
female
no
southwest
2,047.655282
43
32.6
2
male
no
southwest
10,130.120015
25
24.3
3
female
no
southwest
3,150.559604
37
30.78
0
female
yes
northeast
31,603.71967
44
38.95
0
female
yes
northwest
35,785.918434
48
40.15
0
male
no
southeast
13,261.424802
47
26.125
1
female
yes
northeast
33,029.589683
22
52.58
1
male
yes
southeast
34,846.524511
59
37.1
1
male
no
southwest
15,333.369009
57
31.16
0
female
yes
northwest
36,500.65163
23
24.51
0
male
no
northeast
2,222.76894
52
27.36
0
male
yes
northwest
33,916.229712
40
32.775
1
male
yes
northeast
33,453.833521
19
33.1
0
male
no
southwest
3,280.691784
35
30.5
1
male
no
southwest
6,941.141226
51
18.05
0
female
no
northwest
6,888.385184
36
35.2
1
male
yes
southeast
32,585.515839
35
34.21
1
female
no
southeast
8,362.281343
19
24.51
1
female
no
northwest
1,268.059266
18
30.14
0
male
no
southeast
2,177.857182
47
38.94
2
male
yes
southeast
37,098.253531
43
27.8
0
male
yes
southwest
31,312.647055
62
38.095
2
female
no
northeast
17,693.373045
52
18.335
0
female
no
northwest
7,241.432267
28
23.845
2
female
no
northwest
3,781.952855
64
25.6
2
male
no
southwest
13,166.961974
49
41.47
4
female
no
southeast
15,683.069502
50
26.41
0
male
no
northwest
9,430.91152
62
38.83
0
male
no
southeast
16,414.122515
42
40.37
2
female
yes
southeast
36,314.009043
45
25.175
2
female
no
northeast
8,969.550274
31
25.935
1
male
no
northwest
4,813.532931
53
36.6
3
male
no
southwest
14,473.526065
40
29.3
4
female
no
southwest
9,115.936735
24
35.86
0
male
no
southeast
5,647.880814
45
39.805
0
male
no
northeast
13,032.065051
20
29.6
0
female
no
southwest
2,376.43525
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