age
int64
3
90
bmi
float64
3
90
children
int64
0
5
sex
stringclasses
2 values
smoker
stringclasses
2 values
region
stringclasses
4 values
prediction
float64
-1,545.57
41.3k
33
33.44
5
male
no
southeast
9,271.292109
58
25.175
0
male
no
northeast
11,441.085192
52
38.38
2
female
no
northeast
15,219.687364
33
33.44
5
male
no
southeast
9,271.292109
58
25.175
0
male
no
northeast
11,441.085192
52
38.38
2
female
no
northeast
15,219.687364
10
33
2
male
yes
southeast
25,587.822657
3
3
3
male
yes
southeast
14,101.494941
33
33.44
5
male
no
southeast
9,271.292109
58
25.175
0
male
no
northeast
11,441.085192
52
38.38
2
female
no
northeast
15,219.687364
33
33.44
5
male
no
southeast
9,271.292109
58
25.175
0
male
no
northeast
11,441.085192
52
38.38
2
female
no
northeast
15,219.687364
32
50
1
male
no
southeast
12,895.453929
32
50
1
female
no
southeast
12,914.045621
33
50
1
female
no
southeast
13,171.021327
32
50
1
female
no
southeast
12,914.045621
33
32.9
1
male
no
southeast
7,388.146997
36
29.92
0
female
no
southeast
6,747.851217
52
18.335
0
female
no
northwest
7,241.432267
19
17.48
0
male
no
northwest
-1,545.571849
51
18.05
0
female
no
northwest
6,888.385184
22
39.805
0
female
no
northeast
7,140.215508
47
26.125
1
female
yes
northeast
33,029.589683
36
26.885
0
female
no
northwest
6,011.962293
51
34.2
1
female
no
southwest
12,318.586653
33
35.75
2
male
no
southeast
8,774.139553
28
33
2
female
no
southeast
6,580.848198
19
30.4
0
male
no
southwest
2,370.541894
41
30.59
2
male
no
northwest
9,377.734602
41
40.26
0
male
no
southeast
11,499.675042
21
36.85
0
male
no
southeast
5,210.675323
60
18.335
0
female
no
northeast
9,667.91524
37
46.53
3
male
no
southeast
13,861.17887
37
30.78
0
female
yes
northeast
31,603.71967
22
27.1
0
female
no
southwest
2,047.655282
40
24.97
2
male
no
southeast
6,939.111784
42
24.985
2
female
no
northwest
7,763.898246
57
22.23
0
female
no
northeast
10,209.963612
44
38.06
1
male
no
southeast
11,954.277329
19
31.825
1
female
no
northwest
3,733.891284
18
35.2
1
male
no
southeast
4,308.824279
61
23.655
0
male
no
northeast
11,699.63163
59
35.2
0
female
no
southeast
14,438.141126
29
35.5
2
male
yes
southwest
31,161.15739
53
22.88
1
female
yes
southeast
32,819.71429
29
29.64
1
male
no
northeast
5,919.18675
45
25.7
3
female
no
southwest
8,762.003294
36
30.02
0
female
no
northwest
7,068.747443
35
34.21
1
female
no
southeast
8,362.281343
62
38.83
0
male
no
southeast
16,414.122515
43
26.885
0
female
yes
northwest
31,461.921089
19
28.9
0
female
no
southwest
1,883.494758
37
30.8
2
female
no
southeast
8,152.025936
38
28.025
1
male
no
northeast
7,687.563632
51
30.03
1
male
no
southeast
11,046.254077
34
31.92
1
female
yes
northeast
31,642.356845
22
32.11
0
male
no
northwest
4,157.019303
28
23.845
2
female
no
northwest
3,781.952855
18
29.37
1
male
no
southeast
2,343.574701
50
32.11
2
male
no
northeast
12,573.57396
38
40.565
1
female
no
northwest
11,562.618598
42
30
0
male
yes
southwest
31,797.274963
19
27.265
2
male
no
northwest
2,603.436339
48
40.15
0
male
no
southeast
13,261.424802
18
41.14
0
male
no
southeast
5,885.875254
19
22.515
0
female
no
northwest
170.280841
45
39.805
0
male
no
northeast
13,032.065051
19
30.59
0
male
no
northwest
2,873.711507
46
32.3
2
female
no
northeast
11,628.310413
50
26.41
0
male
no
northwest
9,430.91152
39
32.8
0
female
no
southwest
8,337.669827
43
30.685
2
female
no
northwest
9,942.301498
52
26.4
3
male
no
southeast
10,930.141387
59
25.46
0
male
no
northwest
11,423.454948
30
25.46
0
male
no
northeast
4,341.836806
58
32.395
1
female
no
northeast
14,318.763892
58
33.1
0
female
no
southwest
13,321.336003
51
34.1
0
female
no
southeast
12,011.533672
32
28.93
1
male
yes
southeast
29,444.042715
57
23.98
1
female
no
southeast
10,567.290065
21
34.87
0
female
no
southeast
4,561.823762
23
28.12
0
female
no
northwest
3,087.587418
62
26.695
0
male
yes
northeast
36,632.49755
34
42.9
1
male
no
southwest
10,864.113164
42
34.1
0
male
no
southwest
9,528.22557
25
32.23
1
female
no
southeast
5,125.081032
57
31.16
0
female
yes
northwest
36,500.65163
50
31.825
0
male
yes
northeast
35,278.073871
43
35.97
3
male
yes
southeast
35,494.464612
28
27.5
2
female
no
southwest
4,574.904104
25
34.485
0
female
no
northwest
5,747.132923
30
27.7
0
female
no
southwest
4,305.716459
36
35.2
1
male
yes
southeast
32,585.515839
59
37.1
1
male
no
southwest
15,333.369009
35
30.5
1
male
no
southwest
6,941.141226
45
38.285
0
female
no
northeast
12,538.276063
60
35.1
0
female
no
southwest
14,509.472519
49
22.515
0
male
no
northeast
8,231.637651

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