age
int64
18
64
bmi
float64
2
59
children
int64
0
23
sex
stringclasses
2 values
smoker
stringclasses
3 values
region
stringclasses
4 values
prediction
float64
-1,545.57
40.6k
47
29.37
1
female
no
southeast
9,814.461861
30
44.22
2
male
no
southeast
10,858.386351
46
42.35
3
male
yes
southeast
38,416.042211
49
29.83
1
male
no
northeast
11,122.748452
25
20.8
1
female
no
southwest
1,120.178105
19
22.52
0
female
no
northwest
171.966304
30
25.46
0
male
no
northeast
4,341.836806
22
21.28
3
female
no
northwest
1,800.735008
52
38.38
2
female
no
northeast
15,219.687364
40
41.42
1
female
no
northwest
12,364.784142
23
27.36
1
male
no
northwest
3,238.084171
26
29.92
1
female
no
southeast
4,603.372943
62
38.09
2
female
no
northeast
17,691.687582
32
31.5
1
male
no
southwest
6,507.30666
21
16.82
1
female
no
northeast
-439.553721
30
23.66
3
female
yes
northwest
28,309.949784
28
23.84
2
female
no
northwest
3,780.267392
26
31.07
0
male
no
northwest
4,834.345872
29
29.59
1
female
no
southeast
5,263.059518
33
27.45
2
male
no
northwest
6,263.458342
23
37.1
3
male
no
southwest
6,932.801166
29
29.64
1
male
no
northeast
5,919.18675
55
27.64
0
male
no
northwest
11,130.413888
25
23.44
2
female
N
southwest
14,260.945654
25
23.44
2
male
N
southwest
14,242.353962
25
23.44
2
male
N
southeast
14,394.28902
23
34
2
male
no
northwest
5,901.657499
23
27
3
male
no
northwest
3,967.288419