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age
int64
10
100
bmi
float64
2
1k
children
int64
0
100
sex
stringclasses
2 values
smoker
stringclasses
2 values
region
stringclasses
4 values
prediction
float64
-1,545.57
333k
30
1,000
1
female
no
northwest
332,925.205531
30
100
1
female
no
northwest
29,541.908777
30
10
1
female
no
northwest
-796.420899
30
50
1
female
no
northwest
12,687.281179
30
100
1
male
no
northeast
29,893.994411
30
100
1
male
no
northeast
29,893.994411
30
100
1
male
no
northeast
29,893.994411
46
25.745
3
male
no
northwest
9,454.678501
40
29.3
4
female
no
southwest
9,115.936735
19
28.6
5
female
no
southwest
3,908.76091
23
41.91
0
male
no
southeast
7,430.315048
28
17.29
0
female
no
northeast
1,092.430936
20
26.84
1
female
yes
southeast
25,674.402503
18
26.315
0
female
no
northeast
1,564.934159
33
28.27
1
female
no
southeast
5,846.000173
25
25.74
0
male
no
southeast
2,493.479894
25
24.3
3
female
no
southwest
3,150.559604
51
33.915
0
female
no
northeast
12,607.035846
55
27.645
0
male
no
northwest
11,132.099351
32
17.765
2
female
yes
northwest
26,411.461818
58
32.395
1
female
no
northeast
14,318.763892
35
23.465
2
female
no
northeast
5,823.364952
52
38.38
2
female
no
northeast
15,219.687364
27
24.75
0
female
yes
southeast
26,343.430227
38
28.025
1
male
no
northeast
7,687.563632
30
31.57
3
male
no
southeast
7,019.444352
47
38.94
2
male
yes
southeast
37,098.253531
36
29.92
0
female
no
southeast
6,747.851217
49
25.6
2
male
yes
southwest
32,963.455242
52
37.525
2
female
no
northwest
14,560.795906
58
33.1
0
female
no
southwest
13,321.336003
33
35.245
0
male
no
northeast
8,411.214544
46
25.745
3
male
no
northwest
9,454.678501
40
29.3
4
female
no
southwest
9,115.936735
19
28.6
5
female
no
southwest
3,908.76091
23
41.91
0
male
no
southeast
7,430.315048
46
25.745
3
male
no
northwest
9,454.678501
40
29.3
4
female
no
southwest
9,115.936735
19
28.6
5
female
no
southwest
3,908.76091
23
41.91
0
male
no
southeast
7,430.315048
28
17.29
0
female
no
northeast
1,092.430936
46
25.745
3
male
no
northwest
9,454.678501
40
29.3
4
female
no
southwest
9,115.936735
19
28.6
5
female
no
southwest
3,908.76091
46
25.745
3
male
no
northwest
9,454.678501
40
29.3
4
female
no
southwest
9,115.936735
19
28.6
5
female
no
southwest
3,908.76091
23
41.91
0
male
no
southeast
7,430.315048
28
17.29
0
female
no
northeast
1,092.430936
20
26.84
1
female
yes
southeast
25,674.402503
18
26.315
0
female
no
northeast
1,564.934159
33
28.27
1
female
no
southeast
5,846.000173
46
25.745
3
male
no
northwest
9,454.678501
40
29.3
4
female
no
southwest
9,115.936735
19
28.6
5
female
no
southwest
3,908.76091
46
25.745
3
male
no
northwest
9,454.678501
40
29.3
4
female
no
southwest
9,115.936735
19
28.6
5
female
no
southwest
3,908.76091
46
25.745
3
male
no
northwest
9,454.678501
40
29.3
4
female
no
southwest
9,115.936735
19
28.6
5
female
no
southwest
3,908.76091
23
41.91
0
male
no
southeast
7,430.315048
28
17.29
0
female
no
northeast
1,092.430936
20
26.84
1
female
yes
southeast
25,674.402503
18
26.315
0
female
no
northeast
1,564.934159
33
28.27
1
female
no
southeast
5,846.000173
25
25.74
0
male
no
southeast
2,493.479894
25
24.3
3
female
no
southwest
3,150.559604
51
33.915
0
female
no
northeast
12,607.035846
55
27.645
0
male
no
northwest
11,132.099351
32
17.765
2
female
yes
northwest
26,411.461818
58
32.395
1
female
no
northeast
14,318.763892
35
23.465
2
female
no
northeast
5,823.364952
52
38.38
2
female
no
northeast
15,219.687364
27
24.75
0
female
yes
southeast
26,343.430227
38
28.025
1
male
no
northeast
7,687.563632
30
31.57
3
male
no
southeast
7,019.444352
47
38.94
2
male
yes
southeast
37,098.253531
36
29.92
0
female
no
southeast
6,747.851217
49
25.6
2
male
yes
southwest
32,963.455242
52
37.525
2
female
no
northwest
14,560.795906
58
33.1
0
female
no
southwest
13,321.336003
33
35.245
0
male
no
northeast
8,411.214544
34
31.92
1
female
yes
northeast
31,642.356845
58
31.825
2
female
no
northeast
14,551.899921
53
20.9
0
male
yes
southeast
31,708.400562
44
38.06
1
male
no
southeast
11,954.277329
27
32.585
3
male
no
northeast
7,248.530471
62
26.695
0
male
yes
northeast
36,632.49755
43
26.885
0
female
yes
northwest
31,461.921089
19
27.7
0
male
yes
southwest
25,111.520859
31
27.645
2
male
no
northeast
6,185.917304
49
30.78
1
female
no
northeast
11,461.578068
61
36.1
3
male
no
southwest
16,360.785435
22
31.35
1
male
no
northwest
4,326.107747
26
35.42
0
male
no
southeast
6,013.511503
21
26.4
1
female
no
southwest
1,979.993573
63
37.7
0
female
yes
southwest
39,807.969127
35
34.21
1
female
no
southeast
8,362.281343
30
44.22
2
male
no
southeast
10,858.386351
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