age
int64
3
64
bmi
float64
16.8
52.6
children
int64
0
5
sex
stringclasses
2 values
smoker
stringclasses
2 values
region
stringclasses
4 values
prediction
float64
-2,343.68
40.9k
42
40.37
2
female
yes
southeast
36,314.009043
32
33.63
1
male
yes
northeast
31,686.242006
21
36.85
0
male
no
southeast
5,210.675323
60
28.9
0
male
no
southwest
12,400.907005
18
26.125
0
male
no
northeast
1,482.294883
45
25.175
2
female
no
northeast
8,969.550274
26
31.065
0
male
no
northwest
4,832.66041
23
28.12
0
female
no
northwest
3,087.587418
33
35.245
0
male
no
northeast
8,411.214544
30
44.22
2
male
no
southeast
10,858.386351
30
27.93
0
female
no
northeast
5,193.047101
36
26.885
0
female
no
northwest
6,011.962293
47
45.32
1
female
no
southeast
15,191.088065
19
24.51
1
female
no
northwest
1,268.059266
22
31.35
1
male
no
northwest
4,326.107747
40
41.42
1
female
no
northwest
12,364.784142
19
22.515
0
female
no
northwest
170.280841
49
30.78
1
female
no
northeast
11,461.578068
47
38.94
2
male
yes
southeast
37,098.253531
51
36.385
3
female
no
northwest
14,344.813474
19
30.59
0
male
no
northwest
2,873.711507
46
25.745
3
male
no
northwest
9,454.678501
25
32.23
1
female
no
southeast
5,125.081032
21
35.72
0
female
no
northwest
5,135.539402
60
40.92
0
male
yes
southeast
40,255.823393
49
42.68
2
female
no
southeast
15,240.393923
40
28.69
3
female
no
northwest
8,924.153523
50
26.41
0
male
no
northwest
9,430.91152
28
23.845
2
female
no
northwest
3,781.952855
54
47.41
0
female
yes
southeast
40,920.291512
25
23.9
5
male
no
southwest
3,847.688459
30
31.57
3
male
no
southeast
7,019.444352
3
26.9
1
male
no
southeast
-2,343.67949
3
26.9
4
male
no
southeast
-1,067.84314
40
32.9
1
male
yes
southeast
32,838.105793
33
25
2
male
no
null
5,348.673672
33
25
2
male
yes
null
28,999.802528
33
25
2
male
yes
null
28,999.802528
33
25
2
male
no
null
5,348.673672
33
25
2
male
no
null
5,348.673672
33
25
2
male
yes
null
28,999.802528