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age
int64
18
64
bmi
float64
17.5
52.6
children
int64
0
5
sex
stringclasses
2 values
smoker
stringclasses
2 values
region
stringclasses
4 values
prediction
float64
-1,545.57
39.8k
33
33.44
5
male
no
southeast
9,271.292109
58
25.177
0
male
no
northeast
11,441.759377
52
38.38
2
female
no
northeast
15,219.687364
33
33.44
5
male
no
southeast
9,271.292109
58
25.177
0
male
no
northeast
11,441.759377
52
38.38
2
female
no
northeast
15,219.687364
33
33.44
5
male
no
southeast
9,271.292109
58
25.177
0
male
no
northeast
11,441.759377
52
38.38
2
female
no
northeast
15,219.687364
29
30
1
male
yes
southeast
29,033.804628
33
30
0
male
yes
southwest
29,484.493611
21
33.63
2
female
no
northwest
5,281.573535
22
33.77
0
male
no
southeast
4,429.405969
25
34.485
0
female
no
northwest
5,747.132923
43
26.885
0
female
yes
northwest
31,461.921089
46
25.745
3
male
no
northwest
9,454.678501
45
39.805
0
male
no
northeast
13,032.065051
43
26.7
2
female
yes
southwest
31,810.994506
18
26.125
0
male
no
northeast
1,482.294883
31
25.935
1
male
no
northwest
4,813.532931
22
39.5
0
male
no
southwest
6,209.011234
58
32.395
1
female
no
northeast
14,318.763892
47
36.63
1
female
yes
southeast
35,912.882644
18
21.47
0
male
no
northeast
-86.870947
26
22.23
0
female
no
northwest
1,873.039405
21
26.4
1
female
no
southwest
1,979.993573
35
34.21
1
female
no
southeast
8,362.281343
46
48.07
2
female
no
northeast
16,944.259957
64
26.885
0
female
yes
northwest
36,858.410912
21
34.87
0
female
no
southeast
4,561.823762
62
32.11
0
male
no
northeast
14,806.724863
49
30.78
1
female
no
northeast
11,461.578068
29
35.5
2
male
yes
southwest
31,161.15739
64
22.99
0
female
yes
southeast
35,258.248451
19
20.6
0
female
no
southwest
-914.373424
54
28.88
2
female
no
northeast
12,531.259532
26
30
1
male
no
southwest
4,459.813597
60
28.9
0
male
no
southwest
12,400.907005
36
35.2
1
male
yes
southeast
32,585.515839
34
31.92
1
female
yes
northeast
31,642.356845
20
33
1
male
no
southwest
3,929.237018
44
38.95
0
female
yes
northwest
35,785.918434
49
42.68
2
female
no
southeast
15,240.393923
19
30.4
0
male
no
southwest
2,370.541894
36
30.02
0
female
no
northwest
7,068.747443
49
25.6
2
male
yes
southwest
32,963.455242
62
21.4
0
male
no
southwest
10,386.664277
37
46.53
3
male
no
southeast
13,861.17887
44
30.69
2
male
no
southeast
9,895.184004
18
35.2
1
male
no
southeast
4,308.824279
43
35.97
3
male
yes
southeast
35,494.464612
50
25.6
0
female
no
southwest
8,737.336217
46
28.05
1
female
no
southeast
9,112.523987
51
34.1
0
female
no
southeast
12,011.533672
60
24.53
0
female
no
southeast
11,098.339302
26
33.915
1
male
no
northwest
6,218.652966
61
23.655
0
male
no
northeast
11,699.63163
25
32.23
1
female
no
southeast
5,125.081032
50
31.825
0
male
yes
northeast
35,278.073871
19
24.51
1
female
no
northwest
1,268.059266
18
26.315
0
female
no
northeast
1,564.934159
23
36.67
2
female
yes
northeast
30,842.092487
24
35.86
0
male
no
southeast
5,647.880814
51
30.03
1
male
no
southeast
11,046.254077
25
22.515
1
female
no
northwest
2,137.41386
22
52.58
1
male
yes
southeast
34,846.524511
49
22.515
0
male
no
northeast
8,231.637651
21
36.85
0
male
no
southeast
5,210.675323
25
25.74
0
male
no
southeast
2,493.479894
23
32.7
3
male
no
southwest
5,449.593937
39
32.8
0
female
no
southwest
8,337.669827
22
27.1
0
female
no
southwest
2,047.655282
49
21.3
1
female
no
southwest
7,456.141321
41
33.06
2
female
no
northwest
10,228.944897
23
27.36
1
male
no
northwest
3,238.084171
28
25.935
1
female
no
northwest
4,061.197505
26
30.875
2
male
no
northwest
5,619.170392
49
29.83
1
male
no
northeast
11,122.748452
22
21.28
3
female
no
northwest
1,800.735008
32
31.5
1
male
no
southwest
6,507.30666
59
35.2
0
female
no
southeast
14,438.141126
44
38.06
1
male
no
southeast
11,954.277329
53
36.86
3
female
yes
northwest
38,670.012704
30
27.7
0
female
no
southwest
4,305.716459
28
31.68
0
male
yes
southeast
28,917.865626
25
30.3
0
female
no
southwest
3,897.278565
49
41.47
4
female
no
southeast
15,683.069502
23
28.12
0
female
no
northwest
3,087.587418
19
30.59
0
male
no
northwest
2,873.711507
56
25.65
0
female
no
northwest
10,735.167107
42
40.37
2
female
yes
southeast
36,314.009043
57
23.98
1
female
no
southeast
10,567.290065
19
25.175
0
male
no
northwest
1,048.355338
43
35.64
1
female
no
southeast
10,900.129339
19
27.265
2
male
no
northwest
2,603.436339
62
26.695
0
male
yes
northeast
36,632.49755
43
38.06
2
male
yes
southeast
35,773.709262
52
38.38
2
female
no
northeast
15,219.687364
56
36.1
3
male
no
southwest
15,075.906906
26
27.06
0
male
yes
southeast
26,846.546625
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