age
int64
18
64
bmi
float64
2
52.6
children
int64
0
23
sex
stringclasses
2 values
smoker
stringclasses
3 values
region
stringclasses
4 values
prediction
float64
-1,545.57
40.3k
44
38.95
0
female
yes
northwest
35,785.918434
24
22
2
male
no
northwest
2,113.522582
23
34
2
male
yes
southeast
29,265.599385
23
23.44
3
male
yes
southeast
26,131.18082
23
34
3
male
yes
southeast
29,690.878168
24
31.44
3
male
N
southwest
17,107.397456
25
25.74
0
male
no
southeast
2,493.479894
50
32.11
2
male
no
northeast
12,573.57396
21
25.7
4
male
yes
southwest
26,652.402301
30
24.4
3
male
yes
southwest
28,101.684553
26
30.88
2
male
no
northwest
5,620.855855
19
33.1
0
male
no
southwest
3,280.691784
31
34.39
3
male
yes
northwest
32,165.33688
56
36.1
3
male
no
southwest
15,075.906906
43
29.9
1
female
no
southwest
8,813.283033
57
23.98
1
female
no
southeast
10,567.290065
41
33.06
2
female
no
northwest
10,228.944897
28
27.5
2
female
no
southwest
4,574.904104
21
26.4
1
female
no
southwest
1,979.993573
52
46.75
5
female
no
southeast
18,659.124078
36
26.89
0
female
no
northwest
6,013.647755
19
20.6
0
female
no
southwest
-914.373424
20
29.6
0
female
no
southwest
2,376.43525
18
21.47
0
male
no
northeast
-86.870947
20
33
0
female
no
southeast
3,674.484984
28
17.29
0
female
no
northeast
1,092.430936
41
30.59
2
male
no
northwest
9,377.734602
51
33.91
0
female
no
northeast
12,605.350384
61
21.09
0
female
no
northwest
10,482.9036
63
31.8
0
female
no
southwest
14,167.994215
62
38.83
0
male
no
southeast
16,414.122515
60
40.92
0
male
yes
southeast
40,255.823393
25
23.9
5
male
no
southwest
3,847.688459
25
30.3
0
female
no
southwest
3,897.278565
26
31.07
0
male
no
northwest
4,834.345872
20
26.84
1
female
yes
southeast
25,674.402503
24
33.34
0
female
no
northwest
5,104.186245
64
26.89
0
female
yes
northwest
36,860.096374
35
34.21
1
female
no
southeast
8,362.281343
38
40.56
1
female
no
northwest
11,560.933136
21
36.85
0
male
no
southeast
5,210.675323
19
33.11
0
female
yes
southeast
27,105.718315
25
22.52
1
female
no
northwest
2,139.099323
49
28.69
3
male
no
northwest
11,218.343184
22
27.1
0
female
no
southwest
2,047.655282
56
34.43
0
male
no
southeast
13,389.061052
40
32.77
1
male
yes
northeast
33,452.148058
41
34.2
2
male
no
northwest
10,594.638715
43
38.06
2
male
yes
southeast
35,773.709262
44
38.95
0
female
yes
northwest
35,785.918434
45
38.28
0
female
no
northeast
12,536.590601
58
27.17
0
female
no
northwest
11,761.499198
49
42.68
2
female
no
southeast
15,240.393923
34
33.25
1
female
no
northeast
8,439.561084
62
21.4
0
male
no
southwest
10,386.664277
59
35.2
0
female
no
southeast
14,438.141126
25
32.23
1
female
no
southeast
5,125.081032
32
31.5
1
male
no
southwest
6,507.30666
27
32.59
3
male
no
northeast
7,250.215934
28
23.84
2
female
no
northwest
3,780.267392
39
32.5
1
female
no
southwest
8,661.820845
19
22.52
0
female
no
northwest
171.966304
60
28.59
0
male
no
northeast
13,106.207668
51
34.1
0
female
no
southeast
12,011.533672
31
36.3
2
male
yes
southwest
31,944.782843
37
46.53
3
male
no
southeast
13,861.17887
45
25.7
3
female
no
southwest
8,762.003294
21
34.87
0
female
no
southeast
4,561.823762
43
35.97
3
male
yes
southeast
35,494.464612
22
21.28
3
female
no
northwest
1,800.735008
63
35.09
0
male
yes
southeast
39,061.500932
30
23.66
3
female
yes
northwest
28,309.949784
30
27.93
0
female
no
northeast
5,193.047101
22
32.11
0
male
no
northwest
4,157.019303
64
37.91
0
male
no
northwest
16,905.135749
19
28.6
5
female
no
southwest
3,908.76091
30
28.41
1
female
no
northwest
5,409.452983
60
24.53
0
female
no
southeast
11,098.339302
23
32.7
3
male
no
southwest
5,449.593937
47
36.63
1
female
yes
southeast
35,912.882644
18
41.14
0
male
no
southeast
5,885.875254
44
38.06
1
male
no
southeast
11,954.277329
32
17.77
2
female
yes
northwest
26,413.147281
63
37.7
0
female
yes
southwest
39,807.969127
48
33.33
0
female
no
southeast
10,981.045289
49
22.52
0
male
no
northeast
8,233.323114
63
27.74
0
female
yes
northeast
37,260.326664
49
29.83
1
male
no
northeast
11,122.748452
46
28.05
1
female
no
southeast
9,112.523987
21
33.63
2
female
no
northwest
5,281.573535
48
40.15
0
male
no
southeast
13,261.424802
31
25.93
1
male
no
northwest
4,811.847468
62
26.7
0
male
yes
northeast
36,634.183012
34
33.7
1
female
no
southwest
7,781.453378
52
30.88
0
female
no
northeast
11,840.935657
62
38.09
2
female
no
northeast
17,691.687582
49
41.47
4
female
no
southeast
15,683.069502
18
30.14
0
male
no
southeast
2,177.857182
47
19.57
1
male
no
northwest
6,779.550131
56
35.8
1
female
no
southwest
14,142.813265