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
22
52.58
1
male
yes
southeast
34,846.524511
21
26.4
1
female
no
southwest
1,979.993573
57
31.825
0
female
no
northwest
13,073.689322
26
31.065
0
male
no
northwest
4,832.66041
40
35.3
3
male
no
southwest
10,694.621571
57
31.16
0
female
yes
northwest
36,500.65163
20
33.33
0
male
no
southeast
3,767.133835
26
30
1
male
no
southwest
4,459.813597
19
31.92
0
male
yes
northwest
26,973.173457
41
40.26
0
male
no
southeast
11,499.675042
60
28.595
0
male
no
northeast
13,107.893131
23
27.36
1
male
no
northwest
3,238.084171
39
32.8
0
female
no
southwest
8,337.669827
25
24.3
3
female
no
southwest
3,150.559604
18
30.14
0
male
no
southeast
2,177.857182
56
35.8
1
female
no
southwest
14,142.813265
64
22.99
0
female
yes
southeast
35,258.248451
35
34.21
1
female
no
southeast
8,362.281343
32
29.8
2
female
no
southwest
6,378.119797
50
28.12
3
female
no
northwest
11,301.767826
44
38.95
0
female
yes
northwest
35,785.918434
47
45.32
1
female
no
southeast
15,191.088065
35
35.86
2
female
no
southeast
9,343.762837
28
25.935
1
female
no
northwest
4,061.197505
20
33
1
male
no
southwest
3,929.237018
36
30.02
0
female
no
northwest
7,068.747443
38
28.025
1
male
no
northeast
7,687.563632
42
30
0
male
yes
southwest
31,797.274963
19
31.92
0
male
yes
northwest
26,973.173457
21
26.4
1
female
no
southwest
1,979.993573
19
24.51
1
female
no
northwest
1,268.059266
38
40.565
1
female
no
northwest
11,562.618598
47
26.125
1
female
yes
northeast
33,029.589683
18
29.37
1
male
no
southeast
2,343.574701
28
33
2
female
no
southeast
6,580.848198
29
22.515
3
male
no
northeast
4,367.959885
52
37.525
2
female
no
northwest
14,560.795906
40
28.69
3
female
no
northwest
8,924.153523
46
42.35
3
male
yes
southeast
38,416.042211
29
24.6
2
female
no
southwest
3,854.31141
42
24.985
2
female
no
northwest
7,763.898246
62
32.11
0
male
no
northeast
14,806.724863
61
36.1
3
male
no
southwest
16,360.785435
35
23.465
2
female
no
northeast
5,823.364952
49
21.3
1
female
no
southwest
7,456.141321
51
36.385
3
female
no
northwest
14,344.813474
62
21.4
0
male
no
southwest
10,386.664277
47
36.63
1
female
yes
southeast
35,912.882644
47
26.6
2
female
no
northeast
9,963.858573
53
36.86
3
female
yes
northwest
38,670.012704
32
31.5
1
male
no
southwest
6,507.30666
46
25.745
3
male
no
northwest
9,454.678501
36
35.2
1
male
yes
southeast
32,585.515839
19
20.6
0
female
no
southwest
-914.373424
49
36.85
0
male
no
southeast
12,405.995087
57
22.23
0
female
no
northeast
10,209.963612
30
25.46
0
male
no
northeast
4,341.836806
28
17.29
0
female
no
northeast
1,092.430936
34
33.7
1
female
no
southwest
7,781.453378
40
29.3
4
female
no
southwest
9,115.936735
26
35.42
0
male
no
southeast
6,013.511503
19
33.1
0
male
no
southwest
3,280.691784
64
40.48
0
male
no
southeast
17,484.276638
52
46.75
5
female
no
southeast
18,659.124078
20
29.6
0
female
no
southwest
2,376.43525
19
33.11
0
female
yes
southeast
27,105.718315
33
35.75
2
male
no
southeast
8,774.139553
62
38.095
2
female
no
northeast
17,693.373045
25
30.3
0
female
no
southwest
3,897.278565
25
23.9
5
male
no
southwest
3,847.688459
41
34.2
2
male
no
northwest
10,594.638715
50
28.12
3
female
no
northwest
11,301.767826
52
24.13
1
female
yes
northwest
33,271.291244
33
35.75
1
male
yes
southeast
31,999.989625
59
35.2
0
female
no
southeast
14,438.141126
60
35.1
0
female
no
southwest
14,509.472519
25
22.515
1
female
no
northwest
2,137.41386
63
35.09
0
male
yes
southeast
39,061.500932
30
19.95
3
female
no
northwest
3,408.20756
59
37.1
1
male
no
southwest
15,333.369009
49
22.515
0
male
no
northeast
8,231.637651
19
17.48
0
male
no
northwest
-1,545.571849
25
20.8
1
female
no
southwest
1,120.178105
39
42.655
0
male
no
northeast
12,450.924589
21
25.7
4
male
yes
southwest
26,652.402301
20
26.84
1
female
yes
southeast
25,674.402503
35
34.32
3
male
no
southeast
9,231.327399
23
27.36
1
male
no
northwest
3,238.084171
55
27.645
0
male
no
northwest
11,132.099351
29
29.64
1
male
no
northeast
5,919.18675
25
25.74
0
male
no
southeast
2,493.479894
35
30.5
1
male
no
southwest
6,941.141226
44
30.69
2
male
no
southeast
9,895.184004
56
34.43
0
male
no
southeast
13,389.061052
19
30.59
0
male
no
northwest
2,873.711507
25
34.485
0
female
no
northwest
5,747.132923
43
35.97
3
male
yes
southeast
35,494.464612
47
29.37
1
female
no
southeast
9,814.461861
23
37.1
3
male
no
southwest
6,932.801166
43
29.9
1
female
no
southwest
8,813.283033