age
int64
18
64
bmi
float64
2
59
children
int64
0
23
sex
stringclasses
2 values
smoker
stringclasses
3 values
region
stringclasses
4 values
prediction
float64
-1,545.57
40.6k
35
34.21
1
female
no
southeast
8,362.281343
21
26.4
1
female
no
southwest
1,979.993573
26
30.88
2
male
no
northwest
5,620.855855
49
29.83
1
male
no
northeast
11,122.748452
62
26.7
0
male
yes
northeast
36,634.183012
59
25.46
0
male
no
northwest
11,423.454948
49
42.68
2
female
no
southeast
15,240.393923
57
31.16
0
female
yes
northwest
36,500.65163
30
28.41
1
female
no
northwest
5,409.452983
61
23.66
0
male
no
northeast
11,701.317093
23
36.67
2
female
yes
northeast
30,842.092487
62
32.11
0
male
no
northeast
14,806.724863
50
31.82
0
male
yes
northeast
35,276.388408
51
30.03
1
male
no
southeast
11,046.254077
48
33.33
0
female
no
southeast
10,981.045289
27
24.75
0
female
yes
southeast
26,343.430227
44
30.69
2
male
no
southeast
9,895.184004
23
37.1
3
male
no
southwest
6,932.801166
47
29.37
1
female
no
southeast
9,814.461861
41
40.26
0
male
no
southeast
11,499.675042
60
28.9
0
male
no
southwest
12,400.907005
29
24.6
2
female
no
southwest
3,854.31141
44
38.95
0
female
yes
northwest
35,785.918434
26
30.88
2
male
no
northwest
5,620.855855
56
25.65
0
female
no
northwest
10,735.167107
51
34.1
0
female
no
southeast
12,011.533672
49
42.68
2
female
no
southeast
15,240.393923
19
33.11
0
female
yes
southeast
27,105.718315
58
27.17
0
female
no
northwest
11,761.499198
52
24.13
1
female
yes
northwest
33,271.291244
34
31.92
1
female
yes
northeast
31,642.356845
61
36.1
3
male
no
southwest
16,360.785435
23
36.67
2
female
yes
northeast
30,842.092487
62
38.83
0
male
no
southeast
16,414.122515
37
46.53
3
male
no
southeast
13,861.17887
53
22.88
1
female
yes
southeast
32,819.71429
26
27.06
0
male
yes
southeast
26,846.546625
53
33.25
0
female
no
northeast
12,896.820711
52
46.75
5
female
no
southeast
18,659.124078
19
30.4
0
male
no
southwest
2,370.541894
28
27.5
2
female
no
southwest
4,574.904104
27
29.15
0
male
yes
southeast
27,808.045764
30
31.57
3
male
no
southeast
7,019.444352
31
27.64
2
male
no
northeast
6,184.231842
20
29.6
0
female
no
southwest
2,376.43525
43
38.06
2
male
yes
southeast
35,773.709262
57
23.18
0
female
no
northwest
10,159.52421
33
28.27
1
female
no
southeast
5,846.000173
19
25.18
0
male
no
northwest
1,050.040801
50
31.82
0
male
yes
northeast
35,276.388408
36
29.92
0
female
no
southeast
6,747.851217
49
25.6
2
male
yes
southwest
32,963.455242
59
25.46
0
male
no
northwest
11,423.454948
23
24.51
0
male
no
northeast
2,222.76894
22
27.1
0
female
no
southwest
2,047.655282
64
37.91
0
male
no
northwest
16,905.135749
44
39.52
0
male
no
northwest
12,308.340641
28
17.29
0
female
no
northeast
1,092.430936
22
39.8
0
female
no
northeast
7,138.530046
27
32.59
3
male
no
northeast
7,250.215934
23
32.7
3
male
no
southwest
5,449.593937
42
40.37
2
female
yes
southeast
36,314.009043
46
25.75
3
male
no
northwest
9,456.363963
43
27.8
0
male
yes
southwest
31,312.647055
47
19.57
1
male
no
northwest
6,779.550131
20
26.84
1
female
yes
southeast
25,674.402503
25
25.74
0
male
no
southeast
2,493.479894
63
36.3
0
female
no
southeast
15,836.845756
19
24.51
1
female
no
northwest
1,268.059266
60
18.34
0
female
no
northeast
9,669.600702
33
35.75
1
male
yes
southeast
31,999.989625
19
31.92
0
male
yes
northwest
26,973.173457
30
27.7
0
female
no
southwest
4,305.716459
38
37.05
1
male
no
northeast
10,729.823913
43
30.68
2
female
no
northwest
9,940.616035
47
38.94
2
male
yes
southeast
37,098.253531
64
22.99
0
female
yes
southeast
35,258.248451
22
52.58
1
male
yes
southeast
34,846.524511
28
31.68
0
male
yes
southeast
28,917.865626
64
40.48
0
male
no
southeast
17,484.276638
32
17.77
2
female
yes
northwest
26,413.147281
39
42.66
0
male
no
northeast
12,452.610052
35
30.5
1
male
no
southwest
6,941.141226
49
21.3
1
female
no
southwest
7,456.141321
39
32.34
2
male
no
southeast
9,166.508186
58
31.82
2
female
no
northeast
14,550.214458
50
28.12
3
female
no
northwest
11,301.767826
50
26.41
0
male
no
northwest
9,430.91152
47
36.63
1
female
yes
southeast
35,912.882644
35
34.32
3
male
no
southeast
9,231.327399
62
21.4
0
male
no
southwest
10,386.664277
60
40.92
0
male
yes
southeast
40,255.823393
51
33.91
0
female
no
northeast
12,605.350384
61
23.66
0
male
no
northeast
11,701.317093
34
34.67
0
male
no
northeast
8,474.362032
63
35.09
0
male
yes
southeast
39,061.500932
48
33.33
0
female
no
southeast
10,981.045289
45
39.8
0
male
no
northeast
13,030.379588
34
33.25
1
female
no
northeast
8,439.561084
37
30.8
2
female
no
southeast
8,152.025936