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
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
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
33
35.245
0
male
no
northeast
8,411.214544
34
31.92
1
female
yes
northeast
31,642.356845
20
33
0
female
no
southeast
3,674.484984
62
26.695
0
male
yes
northeast
36,632.49755
27
29.15
0
male
yes
southeast
27,808.045764
43
35.64
1
female
no
southeast
10,900.129339
18
29.37
1
male
no
southeast
2,343.574701
19
24.51
1
female
no
northwest
1,268.059266
60
18.335
0
female
no
northeast
9,667.91524
61
21.09
0
female
no
northwest
10,482.9036
22
39.805
0
female
no
northeast
7,140.215508
49
21.3
1
female
no
southwest
7,456.141321
30
28.405
1
female
no
northwest
5,407.76752
36
30.02
0
female
no
northwest
7,068.747443
23
36.67
2
female
yes
northeast
30,842.092487
57
31.16
0
female
yes
northwest
36,500.65163