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
23
37.1
3
male
no
southwest
6,932.801166
21
16.815
1
female
no
northeast
-441.239183
31
29.1
0
female
no
southwest
5,034.621738
47
26.6
2
female
no
northeast
9,963.858573
32
29.8
2
female
no
southwest
6,378.119797
59
37.1
1
male
no
southwest
15,333.369009
58
31.825
2
female
no
northeast
14,551.899921
28
23.845
2
female
no
northwest
3,781.952855
23
24.51
0
male
no
northeast
2,222.76894
48
40.15
0
male
no
southeast
13,261.424802
19
33.1
0
male
no
southwest
3,280.691784
30
27.93
0
female
no
northeast
5,193.047101
59
27.5
1
male
no
southwest
12,097.28051
38
28.025
1
male
no
northeast
7,687.563632
29
24.6
2
female
no
southwest
3,854.31141
18
26.125
0
male
no
northeast
1,482.294883
41
32.2
2
male
no
southwest
9,481.331583
25
25.74
0
male
no
southeast
2,493.479894
26
29.92
1
female
no
southeast
4,603.372943
30
44.22
2
male
no
southeast
10,858.386351
31
34.39
3
male
yes
northwest
32,165.33688
37
30.78
0
female
yes
northeast
31,603.71967
34
33.25
1
female
no
northeast
8,439.561084
42
37.18
2
male
no
southeast
11,568.963255
19
33.11
0
female
yes
southeast
27,105.718315
18
21.47
0
male
no
northeast
-86.870947
33
35.75
2
male
no
southeast
8,774.139553
44
30.69
2
male
no
southeast
9,895.184004
39
32.8
0
female
no
southwest
8,337.669827
45
25.175
2
female
no
northeast
8,969.550274
55
32.775
0
male
no
northwest
12,861.384143
63
37.7
0
female
yes
southwest
39,807.969127
22
39.5
0
male
no
southwest
6,209.011234
57
23.98
1
female
no
southeast
10,567.290065
33
28.27
1
female
no
southeast
5,846.000173
23
41.91
0
male
no
southeast
7,430.315048
51
34.2
1
female
no
southwest
12,318.586653
19
28.9
0
female
no
southwest
1,883.494758
24
33.345
0
female
no
northwest
5,105.871708
63
35.09
0
male
yes
southeast
39,061.500932
50
28.12
3
female
no
northwest
11,301.767826
32
17.765
2
female
yes
northwest
26,411.461818
40
32.775
1
male
yes
northeast
33,453.833521
63
31.8
0
female
no
southwest
14,167.994215
49
41.47
4
female
no
southeast
15,683.069502
20
26.84
1
female
yes
southeast
25,674.402503
57
22.23
0
female
no
northeast
10,209.963612
62
38.83
0
male
no
southeast
16,414.122515
32
28.93
0
female
no
southeast
5,386.226768
61
36.1
3
male
no
southwest
16,360.785435
21
34.87
0
female
no
southeast
4,561.823762
31
36.3
2
male
yes
southwest
31,944.782843
49
25.6
2
male
yes
southwest
32,963.455242
31
30.495
3
female
no
northeast
7,590.501553
49
21.3
1
female
no
southwest
7,456.141321
51
30.03
1
male
no
southeast
11,046.254077
59
35.2
0
female
no
southeast
14,438.141126
62
32.11
0
male
no
northeast
14,806.724863
18
41.14
0
male
no
southeast
5,885.875254
59
25.46
0
male
no
northwest
11,423.454948
25
22.515
1
female
no
northwest
2,137.41386
21
36.85
0
male
no
southeast
5,210.675323
43
26.7
2
female
yes
southwest
31,810.994506
23
27.36
1
male
no
northwest
3,238.084171
64
37.905
0
male
no
northwest
16,903.450287
39
32.5
1
female
no
southwest
8,661.820845
37
30.8
2
female
no
southeast
8,152.025936
26
35.42
0
male
no
southeast
6,013.511503
46
25.745
3
male
no
northwest
9,454.678501
28
33
2
female
no
southeast
6,580.848198
63
27.74
0
female
yes
northeast
37,260.326664
52
30.875
0
female
no
northeast
11,839.250194
19
22.515
0
female
no
northwest
170.280841
19
17.48
0
male
no
northwest
-1,545.571849
35
30.5
1
male
no
southwest
6,941.141226
22
21.28
3
female
no
northwest
1,800.735008
58
32.395
1
female
no
northeast
14,318.763892
35
35.86
2
female
no
southeast
9,343.762837
36
29.92
0
female
no
southeast
6,747.851217
19
28.6
5
female
no
southwest
3,908.76091
32
33.63
1
male
yes
northeast
31,686.242006
64
25.6
2
male
no
southwest
13,166.961974
30
23.655
3
female
yes
northwest
28,308.264321
33
32.9
1
male
no
southhwest
7,586.426049
52
46.75
5
female
no
southeast
18,659.124078
36
26.885
0
female
no
northwest
6,011.962293
51
18.05
0
female
no
northwest
6,888.385184
36
30.02
0
female
no
northwest
7,068.747443
50
31.825
0
male
yes
northeast
35,278.073871
30
43.12
2
female
no
southeast
10,506.176235
50
25.6
0
female
no
southwest
8,737.336217
55
32.775
0
male
no
northwest
12,861.384143
20
33
1
male
no
southwest
3,929.237018
41
34.2
2
male
no
northwest
10,594.638715
60
24.53
0
female
no
southeast
11,098.339302
56
34.43
0
male
no
southeast
13,389.061052
59
27.5
1
male
no
southwest
12,097.28051
18
35.2
1
male
no
southeast
4,308.824279
62
26.695
0
male
yes
northeast
36,632.49755
26
33.915
1
male
no
northwest
6,218.652966