age
int64
3
65
bmi
float64
3
52.6
children
int64
0
50
sex
stringclasses
2 values
smoker
stringclasses
2 values
region
stringclasses
5 values
prediction
float64
-1,545.57
64.1k
28
27.5
2
female
no
southwest
4,574.904104
31
30.495
3
female
no
northeast
7,590.501553
59
27.5
1
male
no
southwest
12,097.28051
30
44.22
2
male
no
southeast
10,858.386351
53
36.86
3
female
yes
northwest
38,670.012704
19
28.6
5
female
no
southwest
3,908.76091
20
29.6
0
female
no
southwest
2,376.43525
54
47.41
0
female
yes
southeast
40,920.291512
28
31.68
0
male
yes
southeast
28,917.865626
47
29.37
1
female
no
southeast
9,814.461861
47
38.94
2
male
yes
southeast
37,098.253531
41
32.2
2
male
no
southwest
9,481.331583
58
32.395
1
female
no
northeast
14,318.763892
48
40.15
0
male
no
southeast
13,261.424802
49
22.515
0
male
no
northeast
8,231.637651
51
33.915
0
female
no
northeast
12,607.035846
22
23.18
0
female
no
northeast
1,536.051832
40
41.42
1
female
no
northwest
12,364.784142
63
31.8
0
female
no
southwest
14,167.994215
23
27.36
1
male
no
northwest
3,238.084171
20
26.84
1
female
yes
southeast
25,674.402503
23
37.1
3
male
no
southwest
6,932.801166
28
25.8
0
female
no
southwest
3,151.289199
18
29.165
0
female
no
northeast
2,525.647932
22
39.805
0
female
no
northeast
7,140.215508
32
28.93
1
male
yes
southeast
29,444.042715
40
24.97
2
male
no
southeast
6,939.111784
30
25.46
0
male
no
northeast
4,341.836806
62
38.83
0
male
no
southeast
16,414.122515
26
30
1
male
no
southwest
4,459.813597
40
28.69
3
female
no
northwest
8,924.153523
25
20.8
1
female
no
southwest
1,120.178105
43
30.685
2
female
no
northwest
9,942.301498
19
27.265
2
male
no
northwest
2,603.436339
49
42.68
2
female
no
southeast
15,240.393923
52
27.36
0
male
yes
northwest
33,916.229712
42
30
0
male
yes
southwest
31,797.274963
41
34.2
2
male
no
northwest
10,594.638715
49
29.83
1
male
no
northeast
11,122.748452
20
33.33
0
male
no
southeast
3,767.133835
50
31.825
0
male
yes
northeast
35,278.073871
35
32
3
female
yes
northwest
32,406.180196
33
32.9
1
male
no
southhwest
7,586.426049
65
48.9
5
male
yes
southwest
46,205.159347
33
39
3
male
yes
southeast
33,946.097986
33
17
16
male
no
southwest
8,255.622116