age
int64
18
64
bmi
float64
17
55
children
int64
0
8
sex
stringclasses
2 values
smoker
stringclasses
2 values
region
stringclasses
4 values
prediction
float64
-1,545.57
43.6k
18
26.125
0
male
no
northeast
1,482.294883
42
24.985
2
female
no
northwest
7,763.898246
39
32.8
0
female
no
southwest
8,337.669827
26
30
1
male
no
southwest
4,459.813597
30
25.46
0
male
no
northeast
4,341.836806
58
27.17
0
female
no
northwest
11,761.499198
49
25.6
2
male
yes
southwest
32,963.455242
46
32.3
2
female
no
northeast
11,628.310413
44
39.52
0
male
no
northwest
12,308.340641
53
20.9
0
male
yes
southeast
31,708.400562
27
30.4
3
female
no
northwest
6,159.897611
34
31.92
1
female
yes
northeast
31,642.356845
25
20.8
1
female
no
southwest
1,120.178105
32
28.93
0
female
no
southeast
5,386.226768
53
36.86
3
female
yes
northwest
38,670.012704
28
31.68
0
male
yes
southeast
28,917.865626
59
27.5
1
male
no
southwest
12,097.28051
30
19.95
3
female
no
northwest
3,408.20756
18
29.37
1
male
no
southeast
2,343.574701
41
33.06
2
female
no
northwest
10,228.944897
51
30.03
1
male
no
southeast
11,046.254077
34
34.675
0
male
no
northeast
8,476.047495
19
31.825
1
female
no
northwest
3,733.891284
34
33.25
1
female
no
northeast
8,439.561084
22
31.35
1
male
no
northwest
4,326.107747
22
39.805
0
female
no
northeast
7,140.215508
22
32.11
0
male
no
northwest
4,157.019303
45
35
4
male
yes
southeast
36,106.715032
45
35
3
male
yes
southeast
35,681.436248
45
35
4
male
yes
southeast
36,106.715032
45
35
3
male
yes
southeast
35,681.436248
45
35.9
4
male
yes
southeast
36,410.098329
45
35.9
3
male
yes
southeast
35,984.819545
45
35.9
3
male
yes
southeast
35,984.819545
45
30.55
4
male
yes
southeast
34,606.653176
40
45
5
female
no
northeast
15,643.367938
40
45
5
female
no
northeast
15,643.367938
40
45
3
female
no
northeast
14,792.810371
33
33.44
5
male
no
southeast
9,271.292109
33
33.44
5
male
no
southeast
9,271.292109
33
33.44
5
male
no
southeast
9,271.292109
58
25.175
0
male
yes
northeast
35,092.214047
58
38.38
2
female
no
northeast
16,761.541599
56
35
5
female
yes
northwest
39,664.505242
60
40
5
male
yes
southeast
42,072.092163
24
19
0
female
no
southwest
-168.842978
24
25
0
female
no
southwest
1,853.712334
33
33.44
5
male
no
southeast
9,271.292109
58
25.175
0
male
yes
northeast
35,092.214047
58
38.38
2
female
no
northeast
16,761.541599
34
45
5
male
yes
northwest
37,363.373541
56
45
5
male
yes
northwest
43,016.839069
33
33.44
5
male
no
southeast
9,271.292109
58
25.175
0
male
yes
northeast
35,092.214047
58
38.38
2
female
no
northeast
16,761.541599
33
32.9
1
male
no
southeast
7,388.146997