age
int64
3
67
bmi
float64
5
65
children
int64
0
8
sex
stringclasses
2 values
smoker
stringclasses
2 values
region
stringclasses
4 values
prediction
float64
-3,407.41
49.7k
55
35.2
0
female
yes
southeast
36,906.953905
37
26.4
0
female
yes
southeast
29,203.906944
24
30.1
3
female
no
southwest
5,096.752123
63
36.3
0
female
no
southeast
15,497.140385
61
23.655
0
male
no
northeast
11,796.328317
38
21.12
3
male
no
southeast
5,658.426752
42
31.255
0
male
no
northwest
9,004.722077
37
29.64
0
male
no
northwest
7,146.592972
21
35.53
0
male
no
southeast
4,275.781561
18
21.565
0
male
yes
northeast
23,701.302148
35
27.7
3
female
no
southwest
7,163.522508
40
33
3
female
no
southeast
10,173.220888
18
29.37
1
male
no
southeast
2,005.708509
36
22.135
3
female
no
northeast
6,510.279887
32
17.765
2
female
yes
northwest
26,855.94485
52
24.32
3
male
yes
northeast
35,365.046851
24
39.49
0
female
no
southeast
6,363.60589
34
27.72
0
female
no
southeast
4,987.187352
48
33.33
0
female
no
southeast
10,559.337665
60
18.335
0
female
no
northeast
9,685.629239
23
17.385
1
male
no
northwest
-74.403063
55
26.8
1
female
no
southwest
10,882.812048
43
24.7
2
female
yes
northwest
32,092.057731
44
37.1
2
male
no
southwest
12,147.927705
20
22.42
0
female
yes
northwest
24,078.389867
29
33.345
2
male
no
northwest
7,523.196163
49
33.345
2
female
no
northeast
13,114.522593
64
31.3
2
female
yes
southwest
39,254.481385
27
26.03
0
male
no
northeast
3,695.909293
18
23.32
1
male
no
southeast
-48.337779
24
26.79
1
male
no
northwest
3,380.668773
58
49.06
0
male
no
southeast
18,562.026041
42
26.18
1
female
no
southeast
7,167.257403
45
35.815
0
female
no
northwest
11,296.253475
40
24.97
2
male
no
southeast
6,882.26407
21
26.03
0
male
no
northeast
2,124.128204
43
26.7
2
female
yes
southwest
32,191.493369
53
31.35
0
male
no
southeast
11,239.454786
19
28.3
0
female
yes
southwest
25,233.167708
33
39.82
1
female
no
southeast
9,440.52649
32
29.735
0
female
no
northwest
5,826.496139
30
33.33
1
female
no
southeast
6,451.204472
64
34.5
0
male
no
southwest
15,290.047214
61
21.09
0
female
no
northwest
10,488.358708
25
30.3
0
female
no
southwest
3,604.987763
26
28.785
0
female
no
northeast
4,326.767863
29
35.5
2
male
yes
southwest
31,554.240728
49
23.845
3
female
yes
northeast
34,375.355332
49
29.83
1
male
no
northeast
11,356.461476
50
26.41
0
male
no
northwest
9,455.495607
59
28.785
0
male
no
northwest
12,619.507727
41
33.155
3
female
no
northeast
11,561.517312
40
29.355
1
male
no
northwest
8,442.932736
25
23.465
0
female
no
northeast
2,258.601662
42
36.195
1
female
no
northwest
11,246.587485
37
29.83
2
male
no
northeast
8,820.109373
18
20.79
0
female
no
southeast
-1,557.045545
61
33.535
0
male
no
northeast
15,150.704735
25
41.325
0
female
no
northeast
8,322.282109
55
33.88
3
male
no
southeast
14,443.976859
59
29.83
3
male
yes
northeast
39,069.501381
52
46.75
5
female
no
southeast
19,199.49024
31
38.39
2
male
no
southeast
9,080.840565
18
30.4
3
male
no
northeast
4,643.534383
34
31
3
male
yes
northeast
32,917.642293
32
30
2
male
yes
northeast
31,446.993403
32
30
2
male
no
northeast
7,568.008802
32
30
2
male
yes
northeast
31,446.993403
45
35
2
male
yes
northeast
36,550.078013
32
30
2
male
yes
northeast
31,446.993403
32
30
2
male
no
northeast
7,568.008802
32
30
2
male
yes
northeast
31,446.993403
55
35
5
female
yes
northeast
40,948.810517
55
35
5
female
no
northeast
17,069.825916
55
35
5
female
yes
northeast
40,948.810517
7
25
8
male
no
southeast
1,890.913893
3
25
1
male
no
southeast
-3,407.410708
45
25
1
male
no
southeast
7,595.056921
45
25
1
male
no
southeast
7,595.056921
55
35
1
female
yes
northeast
38,519.970208
55
35
5
female
yes
northeast
40,948.810517
55
35
5
female
no
northeast
17,069.825916
55
35
5
female
yes
northeast
40,948.810517
45
23
4
female
yes
northeast
33,647.823892
66
21
5
male
no
northeast
15,240.792494
34
5
2
female
no
northeast
-438.391624
34
51
5
male
yes
northeast
40,922.29811
45
34
2
female
no
southwest
11,314.871814
23
55
3
male
yes
southwest
37,210.149487
28
45
6
female
no
southeast
12,925.430338
53
22
5
male
yes
southeast
34,980.054601
44
5
2
male
no
southeast
1,150.067821
65
56
4
male
yes
northwest
49,738.926905
67
65
4
female
no
northwest
29,396.942504
45
33
3
female
yes
northeast
36,435.731646
45
54
2
female
yes
southeast
41,884.560433
34
31
3
male
yes
northeast
32,917.642293