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
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
60
28.9
0
male
no
southwest
12,400.907005
35
30.5
1
male
no
southwest
6,941.141226
34
33.25
1
female
no
northeast
8,439.561084
63
36.3
0
female
no
southeast
15,836.845756
22
21.28
3
female
no
northwest
1,800.735008
47
26.6
2
female
no
northeast
9,963.858573
22
31.35
1
male
no
northwest
4,326.107747
63
37.7
0
female
yes
southwest
39,807.969127
22
33.77
0
male
no
southeast
4,429.405969
35
23.465
2
female
no
northeast
5,823.364952
44
30.69
2
male
no
southeast
9,895.184004
22
39.5
0
male
no
southwest
6,209.011234
49
28.69
3
male
no
northwest
11,218.343184
40
35.3
3
male
no
southwest
10,694.621571
38
40.565
1
female
no
northwest
11,562.618598
18
26.315
0
female
no
northeast
1,564.934159
25
32.23
1
female
no
southeast
5,125.081032
61
36.1
3
male
no
southwest
16,360.785435
33
35.75
2
male
no
southeast
8,774.139553
21
35.72
0
female
no
northwest
5,135.539402
18
41.14
0
male
no
southeast
5,885.875254
33
35.75
1
male
yes
southeast
31,999.989625
35
34.32
3
male
no
southeast
9,231.327399
49
29.83
1
male
no
northeast
11,122.748452
19
25.175
0
male
no
northwest
1,048.355338
42
24.985
2
female
no
northwest
7,763.898246
32
28.93
0
female
no
southeast
5,386.226768
19
27.7
0
male
yes
southwest
25,111.520859
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
60
28.9
0
male
no
southwest
12,400.907005
35
30.5
1
male
no
southwest
6,941.141226
34
33.25
1
female
no
northeast
8,439.561084
63
36.3
0
female
no
southeast
15,836.845756
22
21.28
3
female
no
northwest
1,800.735008
47
26.6
2
female
no
northeast
9,963.858573
22
31.35
1
male
no
northwest
4,326.107747
63
37.7
0
female
yes
southwest
39,807.969127
22
33.77
0
male
no
southeast
4,429.405969
35
23.465
2
female
no
northeast
5,823.364952
44
30.69
2
male
no
southeast
9,895.184004
22
39.5
0
male
no
southwest
6,209.011234
49
28.69
3
male
no
northwest
11,218.343184
40
35.3
3
male
no
southwest
10,694.621571
38
40.565
1
female
no
northwest
11,562.618598
18
26.315
0
female
no
northeast
1,564.934159
25
32.23
1
female
no
southeast
5,125.081032
61
36.1
3
male
no
southwest
16,360.785435
33
35.75
2
male
no
southeast
8,774.139553
21
35.72
0
female
no
northwest
5,135.539402
18
41.14
0
male
no
southeast
5,885.875254
33
35.75
1
male
yes
southeast
31,999.989625
35
34.32
3
male
no
southeast
9,231.327399
49
29.83
1
male
no
northeast
11,122.748452
19
25.175
0
male
no
northwest
1,048.355338
42
24.985
2
female
no
northwest
7,763.898246
32
28.93
0
female
no
southeast
5,386.226768
19
27.7
0
male
yes
southwest
25,111.520859
54
28.88
2
female
no
northeast
12,531.259532
22
32.11
0
male
no
northwest
4,157.019303
46
42.35
3
male
yes
southeast
38,416.042211
24
35.86
0
male
no
southeast
5,647.880814
26
22.23
0
female
no
northwest
1,873.039405
25
34.485
0
female
no
northwest
5,747.132923
47
38.94
2
male
yes
southeast
37,098.253531
19
25.745
1
female
no
northwest
1,684.368568
30
28.405
1
female
no
northwest
5,407.76752
29
24.6
2
female
no
southwest
3,854.31141
54
32.68
0
female
no
northeast
12,961.653662
64
37.905
0
male
no
northwest
16,903.450287
63
31.8
0
female
no
southwest
14,167.994215
28
25.8
0
female
no
southwest
3,151.289199
63
27.74
0
female
yes
northeast
37,260.326664
33
35.245
0
male
no
northeast
8,411.214544
52
38.38
2
female
no
northeast
15,219.687364
64
40.48
0
male
no
southeast
17,484.276638
31
34.39
3
male
yes
northwest
32,165.33688
49
22.515
0
male
no
northeast
8,231.637651
39
32.34
2
male
no
southeast
9,166.508186
62
38.095
2
female
no
northeast
17,693.373045