age
int64
18
74
bmi
float64
16.8
52.6
children
int64
0
5
sex
stringclasses
2 values
smoker
stringclasses
2 values
region
stringclasses
4 values
prediction
float64
-1,545.57
43.5k
62
21.4
0
male
no
southwest
10,386.664277
56
36.1
3
male
no
southwest
15,075.906906
40
32.34
2
male
no
southeast
9,423.483892
44
32.34
2
male
no
southeast
10,451.386715
49
32.34
2
male
no
southeast
11,736.265244
51
32.11
2
male
no
northeast
12,830.549666
55
32.11
2
male
no
northeast
13,858.452489
60
32.11
2
male
no
northeast
15,143.331018
38
46.53
3
male
no
southeast
14,118.154576
42
46.53
3
male
no
southeast
15,146.057399
47
46.53
3
male
no
southeast
16,430.935928
51
31.825
0
male
yes
northeast
35,535.049577
55
31.825
0
male
yes
northeast
36,562.9524
60
31.825
0
male
yes
northeast
37,847.830929
45
30.69
2
male
no
southeast
10,152.15971
49
30.69
2
male
no
southeast
11,180.062534
54
30.69
2
male
no
southeast
12,464.941063
44
38.06
2
male
yes
southeast
36,030.684968
48
38.06
2
male
yes
southeast
37,058.587791
53
38.06
2
male
yes
southeast
38,343.466321
41
41.42
1
female
no
northwest
12,621.759848
45
41.42
1
female
no
northwest
13,649.662671
50
41.42
1
female
no
northwest
14,934.5412
43
24.985
2
female
no
northwest
8,020.873952
47
24.985
2
female
no
northwest
9,048.776775
52
24.985
2
female
no
northwest
10,333.655304
29
33
2
female
no
southeast
6,837.823904
33
33
2
female
no
southeast
7,865.726727
38
33
2
female
no
southeast
9,150.605256
20
31.92
0
male
yes
northwest
27,230.149162
24
31.92
0
male
yes
northwest
28,258.051986
29
31.92
0
male
yes
northwest
29,542.930515
48
19.57
1
male
no
northwest
7,036.525837
52
19.57
1
male
no
northwest
8,064.42866
57
19.57
1
male
no
northwest
9,349.307189
20
17.48
0
male
no
northwest
-1,288.596144
24
17.48
0
male
no
northwest
-260.69332
29
17.48
0
male
no
northwest
1,024.185209
54
36.86
3
female
yes
northwest
38,926.988409
58
36.86
3
female
yes
northwest
39,954.891233
63
36.86
3
female
yes
northwest
41,239.769762
20
27.265
2
male
no
northwest
2,860.412044
24
27.265
2
male
no
northwest
3,888.314868
29
27.265
2
male
no
northwest
5,173.193397
50
41.47
4
female
no
southeast
15,940.045208
54
41.47
4
female
no
southeast
16,967.948031
59
41.47
4
female
no
southeast
18,252.826561
65
37.905
0
male
no
northwest
17,160.425992
69
37.905
0
male
no
northwest
18,188.328816
74
37.905
0
male
no
northwest
19,473.207345
19
29.165
0
female
no
northeast
2,782.623638
23
29.165
0
female
no
northeast
3,810.526461
28
29.165
0
female
no
northeast
5,095.404991
28
29.15
0
male
yes
southeast
28,065.02147
32
29.15
0
male
yes
southeast
29,092.924293
37
29.15
0
male
yes
southeast
30,377.802822
38
30.78
0
female
yes
northeast
31,860.695376
42
30.78
0
female
yes
northeast
32,888.598199
47
30.78
0
female
yes
northeast
34,173.476728
20
25.745
1
female
no
northwest
1,941.344274
24
25.745
1
female
no
northwest
2,969.247097
29
25.745
1
female
no
northwest
4,254.125626
42
40.26
0
male
no
southeast
11,756.650748
46
40.26
0
male
no
southeast
12,784.553571
51
40.26
0
male
no
southeast
14,069.4321
22
26.4
1
female
no
southwest
2,236.969279
26
26.4
1
female
no
southwest
3,264.872102
31
26.4
1
female
no
southwest
4,549.750631
60
27.83
3
female
no
southeast
13,486.581074
64
27.83
3
female
no
southeast
14,514.483898
69
27.83
3
female
no
southeast
15,799.362427
49
33.33
0
female
no
southeast
11,238.020995
53
33.33
0
female
no
southeast
12,265.923819
58
33.33
0
female
no
southeast
13,550.802348
65
25.6
2
male
no
southwest
13,423.93768
69
25.6
2
male
no
southwest
14,451.840503
74
25.6
2
male
no
southwest
15,736.719032
22
16.815
1
female
no
northeast
-184.263477
26
16.815
1
female
no
northeast
843.639346
31
16.815
1
female
no
northeast
2,128.517875
23
39.805
0
female
no
northeast
7,397.191214
27
39.805
0
female
no
northeast
8,425.094037
32
39.805
0
female
no
northeast
9,709.972567
53
26.4
3
male
no
southeast
11,187.117093
57
26.4
3
male
no
southeast
12,215.019916
62
26.4
3
male
no
southeast
13,499.898445
48
26.125
1
female
yes
northeast
33,286.565389
52
26.125
1
female
yes
northeast
34,314.468212
57
26.125
1
female
yes
northeast
35,599.346741
37
30.02
0
female
no
northwest
7,325.723149
41
30.02
0
female
no
northwest
8,353.625972
46
30.02
0
female
no
northwest
9,638.504501
24
37.1
3
male
no
southwest
7,189.776872
28
37.1
3
male
no
southwest
8,217.679695
33
37.1
3
male
no
southwest
9,502.558224
45
31.35
1
male
yes
northeast
34,258.355163
49
31.35
1
male
yes
northeast
35,286.257987
54
31.35
1
male
yes
northeast
36,571.136516
48
45.32
1
female
no
southeast
15,448.063771
52
45.32
1
female
no
southeast
16,475.966594