age
int64
3
64
bmi
float64
3
52.6
children
int64
-1
5
sex
stringclasses
2 values
smoker
stringclasses
2 values
region
stringclasses
4 values
prediction
float64
-9,549.63
40.9k
45
25.17
2
female
no
northeast
8,967.864812
64
26.885
0
female
yes
northwest
36,858.410912
36
30.02
0
female
no
northwest
7,068.747443
19
31.92
0
male
yes
northwest
26,973.173457
36
30.02
0
female
no
northwest
7,068.747443
46
25.745
3
male
no
northwest
9,454.678501
3
3
3
male
no
southeast
-9,549.633915
51
34.1
0
female
no
southeast
12,011.533672
62
21.4
0
male
no
southwest
10,386.664277
50
32.11
2
male
no
northeast
12,573.57396
22
23.18
0
female
no
northeast
1,536.051832
30
43.12
2
female
no
southeast
10,506.176235
53
36.6
3
male
no
southwest
14,473.526065
47
29.37
1
female
no
southeast
9,814.461861
30
19.95
3
female
no
northwest
3,408.20756
26
27.06
0
male
yes
southeast
26,846.546625
52
38.38
2
female
no
northeast
15,219.687364
54
28.88
2
female
no
northeast
12,531.259532
49
36.85
0
male
no
southeast
12,405.995087
27
24.75
0
female
yes
southeast
26,343.430227
18
41.14
0
male
no
southeast
5,885.875254
47
38.94
2
male
yes
southeast
37,098.253531
40
32.775
1
male
yes
northeast
33,453.833521
30
28.405
1
female
no
northwest
5,407.76752
32
17.765
2
female
yes
northwest
26,411.461818
30
23.655
3
female
yes
northwest
28,308.264321
19
31.825
1
female
no
northwest
3,733.891284
61
36.1
3
male
no
southwest
16,360.785435
52
46.75
5
female
no
southeast
18,659.124078
57
23.18
0
female
no
northwest
10,159.52421
61
21.09
0
female
no
northwest
10,482.9036
52
27.36
0
male
yes
northwest
33,916.229712
47
36.63
1
female
yes
southeast
35,912.882644
42
34.1
0
male
no
southwest
9,528.22557
43
30.685
2
female
no
northwest
9,942.301498
35
34.32
3
male
no
southeast
9,231.327399
49
42.68
2
female
no
southeast
15,240.393923
26
30
1
male
no
southwest
4,459.813597
54
32.68
0
female
no
northeast
12,961.653662
24
35.86
0
male
no
southeast
5,647.880814
42
40.37
2
female
yes
southeast
36,314.009043
19
30.59
0
male
no
northwest
2,873.711507
28
31.68
0
male
yes
southeast
28,917.865626
43
38.06
2
male
yes
southeast
35,773.709262
22
27.1
0
female
no
southwest
2,047.655282
61
23.655
0
male
no
northeast
11,699.63163
20
29.6
0
female
no
southwest
2,376.43525
35
30.5
1
male
no
southwest
6,941.141226
57
23.98
1
female
no
southeast
10,567.290065
58
33.1
0
female
no
southwest
13,321.336003
33
35.75
2
male
no
southeast
8,774.139553
18
26.315
0
female
no
northeast
1,564.934159
33
27.455
2
male
no
northwest
6,265.143805
20
33.33
0
male
no
southeast
3,767.133835
51
30.03
1
male
no
southeast
11,046.254077
46
25.745
3
male
no
northwest
9,454.678501
23
24.51
0
male
no
northeast
2,222.76894
26
35.42
0
male
no
southeast
6,013.511503
55
32.775
0
male
no
northwest
12,861.384143
47
26.125
1
female
yes
northeast
33,029.589683
26
31.065
0
male
no
northwest
4,832.66041
32
33.63
1
male
yes
northeast
31,686.242006
21
36.85
0
male
no
southeast
5,210.675323
36
35.2
1
male
yes
southeast
32,585.515839
42
37.18
2
male
no
southeast
11,568.963255
47
19.57
1
male
no
northwest
6,779.550131
26
33.915
1
male
no
northwest
6,218.652966
19
22.515
0
female
no
northwest
170.280841
56
25.65
0
female
no
northwest
10,735.167107
27
32.585
3
male
no
northeast
7,248.530471
28
25.8
0
female
no
southwest
3,151.289199
35
23.465
2
female
no
northeast
5,823.364952
43
35.64
1
female
no
southeast
10,900.129339
57
22.23
0
female
no
northeast
10,209.963612
41
32.2
2
male
no
southwest
9,481.331583
58
31.825
2
female
no
northeast
14,551.899921
51
18.05
0
female
no
northwest
6,888.385184
29
29.64
1
male
no
northeast
5,919.18675
63
27.74
0
female
yes
northeast
37,260.326664
43
26.885
0
female
yes
northwest
31,461.921089
60
35.1
0
female
no
southwest
14,509.472519
64
37.905
0
male
no
northwest
16,903.450287
40
29.3
4
female
no
southwest
9,115.936735
46
28.05
1
female
no
southeast
9,112.523987
59
27.5
1
male
no
southwest
12,097.28051
49
41.47
4
female
no
southeast
15,683.069502
25
20.8
1
female
no
southwest
1,120.178105
63
37.7
0
female
yes
southwest
39,807.969127
31
29.1
0
female
no
southwest
5,034.621738
57
31.16
0
female
yes
northwest
36,500.65163
43
26.7
2
female
yes
southwest
31,810.994506
41
40.26
0
male
no
southeast
11,499.675042
38
28.025
1
male
no
northeast
7,687.563632
54
47.41
0
female
yes
southeast
40,920.291512
44
30.69
2
male
no
southeast
9,895.184004
49
22.515
0
male
no
northeast
8,231.637651
44
38.06
1
male
no
southeast
11,954.277329
43
29.9
1
female
no
southwest
8,813.283033
52
26.4
3
male
no
southeast
10,930.141387
22
39.5
0
male
no
southwest
6,209.011234

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