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
33
33.44
5
male
no
southeast
9,271.292109
58
25.175
0
male
no
northeast
11,441.085192
52
38.38
2
female
no
northeast
15,219.687364
33
34
2
male
yes
null
32,033.635495
45
26
5
female
yes
null
33,715.031592
36
34
2
male
yes
null
32,804.562613
36
34
2
male
yes
null
32,804.562613
34
34
5
female
yes
null
33,585.039243
34
34
5
female
yes
null
33,585.039243
34
34
5
female
yes
null
33,585.039243
33
33.44
5
male
no
southeast
9,271.292109
58
25.175
0
male
no
northeast
11,441.085192
52
38.38
2
female
no
northeast
15,219.687364
33
33.44
5
male
no
southeast
9,271.292109
58
25.175
0
male
no
northeast
11,441.085192
52
38.38
2
female
no
northeast
15,219.687364
33
26.9
1
male
no
southeast
5,365.591685
19
30.4
0
male
no
southwest
2,370.541894
44
31.35
1
male
yes
northeast
34,001.379457
31
36.3
2
male
yes
southwest
31,944.782843
42
30
0
male
yes
southwest
31,797.274963
42
40.37
2
female
yes
southeast
36,314.009043
34
42.9
1
male
no
southwest
10,864.113164
23
41.91
0
male
no
southeast
7,430.315048
57
23.18
0
female
no
northwest
10,159.52421
52
27.36
0
male
yes
northwest
33,916.229712
20
33.33
0
male
no
southeast
3,767.133835
26
30
1
male
no
southwest
4,459.813597
60
18.335
0
female
no
northeast
9,667.91524
55
27.645
0
male
no
northwest
11,132.099351
26
30.875
2
male
no
northwest
5,619.170392
63
31.8
0
female
no
southwest
14,167.994215
52
18.335
0
female
no
northwest
7,241.432267
19
20.6
0
female
no
southwest
-914.373424
40
32.775
1
male
yes
northeast
33,453.833521
33
35.75
1
male
yes
southeast
31,999.989625
36
35.2
1
male
yes
southeast
32,585.515839
23
36.67
2
female
yes
northeast
30,842.092487
22
39.805
0
female
no
northeast
7,140.215508
37
46.53
3
male
no
southeast
13,861.17887
31
38.39
2
male
no
southeast
9,150.112479
50
25.6
0
female
no
southwest
8,737.336217
42
24.985
2
female
no
northwest
7,763.898246
21
16.815
1
female
no
northeast
-441.239183
54
47.41
0
female
yes
southeast
40,920.291512
22
23.18
0
female
no
northeast
1,536.051832
55
32.775
0
male
no
northwest
12,861.384143
25
34.485
0
female
no
northwest
5,747.132923
59
27.5
1
male
no
southwest
12,097.28051
35
23.465
2
female
no
northeast
5,823.364952
19
22.515
0
female
no
northwest
170.280841
39
42.655
0
male
no
northeast
12,450.924589
44
30.69
2
male
no
southeast
9,895.184004
18
26.125
0
male
no
northeast
1,482.294883
58
32.395
1
female
no
northeast
14,318.763892
31
34.39
3
male
yes
northwest
32,165.33688
30
19.95
3
female
no
northwest
3,408.20756
41
40.26
0
male
no
southeast
11,499.675042
43
26.885
0
female
yes
northwest
31,461.921089
47
45.32
1
female
no
southeast
15,191.088065
53
20.9
0
male
yes
southeast
31,708.400562
22
21.28
3
female
no
northwest
1,800.735008
61
36.1
3
male
no
southwest
16,360.785435
27
29.15
0
male
yes
southeast
27,808.045764
37
30.8
2
female
no
southeast
8,152.025936
22
31.35
1
male
no
northwest
4,326.107747
49
25.6
2
male
yes
southwest
32,963.455242
26
33.915
1
male
no
northwest
6,218.652966
30
44.22
2
male
no
southeast
10,858.386351
34
33.7
1
female
no
southwest
7,781.453378
33
35.245
0
male
no
northeast
8,411.214544
36
26.885
0
female
no
northwest
6,011.962293
31
29.1
0
female
no
southwest
5,034.621738
21
33.63
2
female
no
northwest
5,281.573535
18
21.47
0
male
no
northeast
-86.870947
47
38.94
2
male
yes
southeast
37,098.253531
41
34.2
2
male
no
northwest
10,594.638715
31
27.645
2
male
no
northeast
6,185.917304
19
25.745
1
female
no
northwest
1,684.368568
48
40.15
0
male
no
southeast
13,261.424802
48
33.33
0
female
no
southeast
10,981.045289
50
32.11
2
male
no
northeast
12,573.57396
53
36.6
3
male
no
southwest
14,473.526065
50
28.12
3
female
no
northwest
11,301.767826
58
31.825
2
female
no
northeast
14,551.899921
22
39.5
0
male
no
southwest
6,209.011234
32
31.5
1
male
no
southwest
6,507.30666
46
25.745
3
male
no
northwest
9,454.678501
43
35.64
1
female
no
southeast
10,900.129339
51
33.915
0
female
no
northeast
12,607.035846
37
30.78
0
female
yes
northeast
31,603.71967
47
36.63
1
female
yes
southeast
35,912.882644
32
29.8
2
female
no
southwest
6,378.119797
20
26.84
1
female
yes
southeast
25,674.402503
38
40.565
1
female
no
northwest
11,562.618598
59
37.1
1
male
no
southwest
15,333.369009
56
34.43
0
male
no
southeast
13,389.061052
40
28.69
3
female
no
northwest
8,924.153523
32
33.63
1
male
yes
northeast
31,686.242006
25
25.74
0
male
no
southeast
2,493.479894