age
int64
18
1.33k
bmi
float64
0
64
children
int64
0
10
sex
stringclasses
2 values
smoker
stringclasses
2 values
region
stringclasses
4 values
prediction
float64
-1,545.57
348k
54
47.41
0
female
yes
southeast
40,920.291512
33
27.455
2
male
no
northwest
6,265.143805
60
35.1
0
female
no
southwest
14,509.472519
40
41.42
1
female
no
northwest
12,364.784142
26
22.23
0
female
no
northwest
1,873.039405
20
33
1
male
no
southwest
3,929.237018
58
31.825
2
female
no
northeast
14,551.899921
51
34.2
1
female
no
southwest
12,318.586653
25
34.485
0
female
no
northwest
5,747.132923
23
36.67
2
female
yes
northeast
30,842.092487
63
27.74
0
female
yes
northeast
37,260.326664
59
25.46
0
male
no
northwest
11,423.454948
32
33.63
1
male
yes
northeast
31,686.242006
19
31.92
0
male
yes
northwest
26,973.173457
51
33.915
0
female
no
northeast
12,607.035846
54
28.88
2
female
no
northeast
12,531.259532
43
35.97
3
male
yes
southeast
35,494.464612
50
28.12
3
female
no
northwest
11,301.767826
30
23.655
3
female
yes
northwest
28,308.264321
25
22.515
1
female
no
northwest
2,137.41386
19
33.1
0
male
no
southwest
3,280.691784
19
27.265
2
male
no
northwest
2,603.436339
46
28.05
1
female
no
southeast
9,112.523987
60
24.53
0
female
no
southeast
11,098.339302
45
39.805
0
male
no
northeast
13,032.065051
43
32.6
2
male
no
southwest
10,130.120015
52
38.38
2
female
no
northeast
15,219.687364
60
28.9
0
male
no
southwest
12,400.907005
49
25.6
2
male
yes
southwest
32,963.455242
59
35.2
0
female
no
southeast
14,438.141126
51
18.05
0
female
no
northwest
6,888.385184
38
37.05
1
male
no
northeast
10,729.823913
30
44.22
2
male
no
southeast
10,858.386351
50
26.41
0
male
no
northwest
9,430.91152
40
29.3
4
female
no
southwest
9,115.936735
44
38.95
0
female
yes
northwest
35,785.918434
53
22.88
1
female
yes
southeast
32,819.71429
42
30
0
male
yes
southwest
31,797.274963
48
40.15
0
male
no
southeast
13,261.424802
18
29.37
1
male
no
southeast
2,343.574701
39
32.8
0
female
no
southwest
8,337.669827
53
20.9
0
male
yes
southeast
31,708.400562
34
42.9
1
male
no
southwest
10,864.113164
33
28.27
1
female
no
southeast
5,846.000173
41
32.2
2
male
no
southwest
9,481.331583
30
28.405
1
female
no
northwest
5,407.76752
44
30.69
2
male
no
southeast
9,895.184004
39
42.655
0
male
no
northeast
12,450.924589
56
25.65
0
female
no
northwest
10,735.167107
27
29.15
0
male
yes
southeast
27,808.045764
37
30.8
2
female
no
southeast
8,152.025936
55
27.645
0
male
no
northwest
11,132.099351
28
25.8
0
female
no
southwest
3,151.289199
62
26.695
0
male
yes
northeast
36,632.49755
25
25.74
0
male
no
southeast
2,493.479894
29
22.515
3
male
no
northeast
4,367.959885
47
19.57
1
male
no
northwest
6,779.550131
22
23.18
0
female
no
northeast
1,536.051832
26
30
1
male
no
southwest
4,459.813597
18
26.315
0
female
no
northeast
1,564.934159
35
32
3
female
yes
northwest
32,406.180196
33
32.9
1
male
no
southwest
7,236.211939
65
48.9
5
male
yes
southwest
46,205.159347
33
25
1
female
no
southeast
4,743.707528
33
25
1
female
no
southeast
4,743.707528
33
25
1
female
no
southeast
4,743.707528
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
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