age
int64
18
65
bmi
float64
17.3
52.6
children
int64
0
5
sex
stringclasses
2 values
smoker
stringclasses
2 values
region
stringclasses
5 values
prediction
float64
-1,545.57
46.2k
30
24.4
3
male
yes
southwest
28,101.684553
21
35.72
0
female
no
northwest
5,135.539402
33
35.75
1
male
yes
southeast
31,999.989625
60
28.9
0
male
no
southwest
12,400.907005
42
37.18
2
male
no
southeast
11,568.963255
44
38.95
0
female
yes
northwest
35,785.918434
30
31.57
3
male
no
southeast
7,019.444352
33
35.75
1
male
yes
southeast
31,999.989625
39
42.655
0
male
no
northeast
12,450.924589
49
28.69
3
male
no
northwest
11,218.343184
33
35.245
0
male
no
northeast
8,411.214544
27
29.15
0
male
yes
southeast
27,808.045764
51
34.1
0
female
no
southeast
12,011.533672
50
26.41
0
male
no
northwest
9,430.91152
45
39.805
0
male
no
northeast
13,032.065051
53
22.88
1
female
yes
southeast
32,819.71429
61
23.655
0
male
no
northeast
11,699.63163
56
25.65
0
female
no
northwest
10,735.167107
31
27.645
2
male
no
northeast
6,185.917304
43
35.97
3
male
yes
southeast
35,494.464612
53
20.9
0
male
yes
southeast
31,708.400562
46
28.05
1
female
no
southeast
9,112.523987
51
34.2
1
female
no
southwest
12,318.586653
35
23.465
2
female
no
northeast
5,823.364952
44
31.35
1
male
yes
northeast
34,001.379457
18
29.165
0
female
no
northeast
2,525.647932
50
31.825
0
male
yes
northeast
35,278.073871
19
33.1
0
male
no
southwest
3,280.691784
26
29.92
1
female
no
southeast
4,603.372943
58
27.17
0
female
no
northwest
11,761.499198
32
31.5
1
male
no
southwest
6,507.30666
43
38.06
2
male
yes
southeast
35,773.709262
62
32.11
0
male
no
northeast
14,806.724863
47
26.125
1
female
yes
northeast
33,029.589683
27
24.75
0
female
yes
southeast
26,343.430227
40
24.97
2
male
no
southeast
6,939.111784
59
37.1
1
male
no
southwest
15,333.369009
43
27.8
0
male
yes
southwest
31,312.647055
34
33.7
1
female
no
southwest
7,781.453378
52
26.4
3
male
no
southeast
10,930.141387
51
33.915
0
female
no
northeast
12,607.035846
18
26.315
0
female
no
northeast
1,564.934159
60
40.92
0
male
yes
southeast
40,255.823393
63
31.8
0
female
no
southwest
14,167.994215
19
22.515
0
female
no
northwest
170.280841
38
28.025
1
male
no
northeast
7,687.563632
28
17.29
0
female
no
northeast
1,092.430936
19
27.265
2
male
no
northwest
2,603.436339
41
30.59
2
male
no
northwest
9,377.734602
18
30.14
0
male
no
southeast
2,177.857182
49
25.6
2
male
yes
southwest
32,963.455242
64
25.6
2
male
no
southwest
13,166.961974
22
52.58
1
male
yes
southeast
34,846.524511
45
38.285
0
female
no
northeast
12,538.276063
19
30.59
0
male
no
northwest
2,873.711507
36
29.92
0
female
no
southeast
6,747.851217
49
41.47
4
female
no
southeast
15,683.069502
55
32.775
0
male
no
northwest
12,861.384143
54
28.88
2
female
no
northeast
12,531.259532
28
25.935
1
female
no
northwest
4,061.197505
30
24.4
3
male
yes
southwest
28,101.684553
60
18.335
0
female
no
northeast
9,667.91524
28
25.8
0
female
no
southwest
3,151.289199
59
25.46
0
male
no
northwest
11,423.454948
23
37.1
3
male
no
southwest
6,932.801166
42
37.18
2
male
no
southeast
11,568.963255
56
34.43
0
male
no
southeast
13,389.061052
62
38.095
2
female
no
northeast
17,693.373045
30
27.7
0
female
no
southwest
4,305.716459
49
22.515
0
male
no
northeast
8,231.637651
46
42.35
3
male
yes
southeast
38,416.042211
21
33.63
2
female
no
northwest
5,281.573535
63
36.3
0
female
no
southeast
15,836.845756
42
34.1
0
male
no
southwest
9,528.22557
47
38.94
2
male
yes
southeast
37,098.253531
25
25.74
0
male
no
southeast
2,493.479894
26
33.915
1
male
no
northwest
6,218.652966
57
22.23
0
female
no
northeast
10,209.963612
25
20.8
1
female
no
southwest
1,120.178105
49
42.68
2
female
no
southeast
15,240.393923
19
24.51
1
female
no
northwest
1,268.059266
25
24.3
3
female
no
southwest
3,150.559604
42
40.37
2
female
yes
southeast
36,314.009043
42
24.985
2
female
no
northwest
7,763.898246
29
22.515
3
male
no
northeast
4,367.959885
26
46.53
1
male
no
southeast
10,183.888539
52
46.75
5
female
no
southeast
18,659.124078
63
27.74
0
female
yes
northeast
37,260.326664
52
27.36
0
male
yes
northwest
33,916.229712
30
28.405
1
female
no
northwest
5,407.76752
44
30.69
2
male
no
southeast
9,895.184004
54
47.41
0
female
yes
southeast
40,920.291512
23
41.91
0
male
no
southeast
7,430.315048
30
23.655
3
female
yes
northwest
28,308.264321
63
37.7
0
female
yes
southwest
39,807.969127
51
30.03
1
male
no
southeast
11,046.254077
19
31.92
0
male
yes
northwest
26,973.173457
27
30.4
3
female
no
northwest
6,159.897611
64
37.905
0
male
no
northwest
16,903.450287
59
27.5
1
male
no
southwest
12,097.28051