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
31
29.1
0
female
no
southwest
5,034.621738
18
26.125
0
male
no
northeast
1,482.294883
52
37.525
2
female
no
northwest
14,560.795906
40
32.775
1
male
yes
northeast
33,453.833521
21
33.63
2
female
no
northwest
5,281.573535
25
22.515
1
female
no
northwest
2,137.41386
40
41.42
1
female
no
northwest
12,364.784142
49
41.47
4
female
no
southeast
15,683.069502
56
36.1
3
male
no
southwest
15,075.906906
19
28.6
5
female
no
southwest
3,908.76091
33
28.27
1
female
no
southeast
5,846.000173
57
23.98
1
female
no
southeast
10,567.290065
24
33.345
0
female
no
northwest
5,105.871708
60
35.1
0
female
no
southwest
14,509.472519
43
32.6
2
male
no
southwest
10,130.120015
52
18.335
0
female
no
northwest
7,241.432267
53
36.6
3
male
no
southwest
14,473.526065
32
31.5
1
male
no
southwest
6,507.30666
44
38.95
0
female
yes
northwest
35,785.918434
62
38.83
0
male
no
southeast
16,414.122515
31
38.39
2
male
no
southeast
9,150.112479
31
30.495
3
female
no
northeast
7,590.501553
34
33.7
1
female
no
southwest
7,781.453378
51
34.1
0
female
no
southeast
12,011.533672
25
24.3
3
female
no
southwest
3,150.559604
47
45.32
1
female
no
southeast
15,191.088065
45
39.805
0
male
no
northeast
13,032.065051
21
25.7
4
male
yes
southwest
26,652.402301
53
22.88
1
female
yes
southeast
32,819.71429
28
27.5
2
female
no
southwest
4,574.904104
22
27.1
0
female
no
southwest
2,047.655282
46
32.3
2
female
no
northeast
11,628.310413
31
25.935
1
male
no
northwest
4,813.532931
30
24.4
3
male
yes
southwest
28,101.684553
51
30.03
1
male
no
southeast
11,046.254077
33
35.245
0
male
no
northeast
8,411.214544
27
29.15
0
male
yes
southeast
27,808.045764
23
32.7
3
male
no
southwest
5,449.593937
56
34.43
0
male
no
southeast
13,389.061052
49
42.68
2
female
no
southeast
15,240.393923
35
23.465
2
female
no
northeast
5,823.364952
52
18.335
0
female
no
northwest
7,241.432267
37
30.8
2
female
no
southeast
8,152.025936
41
34.2
2
male
no
northwest
10,594.638715
30
27.93
0
female
no
northeast
5,193.047101
50
26.41
0
male
no
northwest
9,430.91152
28
17.29
0
female
no
northeast
1,092.430936
31
36.3
2
male
yes
southwest
31,944.782843
18
35.2
1
male
no
southeast
4,308.824279
54
32.68
0
female
no
northeast
12,961.653662
64
37.905
0
male
no
northwest
16,903.450287
47
38.94
2
male
yes
southeast
37,098.253531
43
29.9
1
female
no
southwest
8,813.283033
23
41.91
0
male
no
southeast
7,430.315048
59
35.2
0
female
no
southeast
14,438.141126
19
31.92
0
male
yes
northwest
26,973.173457
45
39.805
0
male
no
northeast
13,032.065051
20
26.84
1
female
yes
southeast
25,674.402503
22
33.77
0
male
no
southeast
4,429.405969
34
31.92
1
female
yes
northeast
31,642.356845
49
41.47
4
female
no
southeast
15,683.069502
41
32.2
2
male
no
southwest
9,481.331583
48
33.33
0
female
no
southeast
10,981.045289
21
26.4
1
female
no
southwest
1,979.993573
30
43.12
2
female
no
southeast
10,506.176235
18
41.14
0
male
no
southeast
5,885.875254
62
32.11
0
male
no
northeast
14,806.724863
59
37.1
1
male
no
southwest
15,333.369009
63
36.3
0
female
no
southeast
15,836.845756
25
30.3
0
female
no
southwest
3,897.278565
52
37.525
2
female
no
northwest
14,560.795906
56
36.1
3
male
no
southwest
15,075.906906
49
29.83
1
male
no
northeast
11,122.748452
41
40.26
0
male
no
southeast
11,499.675042
32
28.93
1
male
yes
southeast
29,444.042715
37
30.78
0
female
yes
northeast
31,603.71967
62
38.83
0
male
no
southeast
16,414.122515
21
36.85
0
male
no
southeast
5,210.675323
60
40.92
0
male
yes
southeast
40,255.823393
33
27.455
2
male
no
northwest
6,265.143805
54
47.41
0
female
yes
southeast
40,920.291512
53
33.25
0
female
no
northeast
12,896.820711
53
22.88
1
female
yes
southeast
32,819.71429
23
27.36
1
male
no
northwest
3,238.084171
30
23.655
3
female
yes
northwest
28,308.264321
21
33.63
2
female
no
northwest
5,281.573535
44
38.95
0
female
yes
northwest
35,785.918434
30
19.95
3
female
no
northwest
3,408.20756
52
30.875
0
female
no
northeast
11,839.250194
55
27.645
0
male
no
northwest
11,132.099351
25
22.515
1
female
no
northwest
2,137.41386
46
25.745
3
male
no
northwest
9,454.678501
64
25.6
2
male
no
southwest
13,166.961974
53
36.6
3
male
no
southwest
14,473.526065
31
25.935
1
male
no
northwest
4,813.532931
60
24.53
0
female
no
southeast
11,098.339302
40
29.3
4
female
no
southwest
9,115.936735
40
28.69
3
female
no
northwest
8,924.153523
52
46.75
5
female
no
southeast
18,659.124078
47
29.37
1
female
no
southeast
9,814.461861