age
int64
3
82
bmi
float64
3
52.6
children
int64
0
10
sex
stringclasses
2 values
smoker
stringclasses
2 values
region
stringclasses
5 values
prediction
float64
-5,191.67
42.7k
49
29.83
1
male
no
northeast
11,122.748452
33
27.455
2
male
no
northwest
6,265.143805
19
24.51
1
female
no
northwest
1,268.059266
45
38.285
0
female
no
northeast
12,538.276063
33
27.455
2
male
no
northwest
6,265.143805
23
36.67
2
female
yes
northeast
30,842.092487
42
26.9
0
male
no
southwest
7,101.159196
18
29.37
1
male
no
southeast
2,343.574701
50
26.41
0
male
no
northwest
9,430.91152
50
28.12
3
female
no
northwest
11,301.767826
26
27.06
0
male
yes
southeast
26,846.546625
19
33.11
0
female
yes
southeast
27,105.718315
18
26.125
0
male
no
northeast
1,482.294883
18
26.315
0
female
no
northeast
1,564.934159
52
27.36
0
male
yes
northwest
33,916.229712
18
30.115
0
female
no
northeast
2,845.885857
41
40.26
0
male
no
southeast
11,499.675042
35
30.5
1
male
no
southwest
6,941.141226
34
31.92
1
female
yes
northeast
31,642.356845
52
46.75
5
female
no
southeast
18,659.124078
46
19.95
2
female
no
northwest
7,094.54007
18
41.14
0
male
no
southeast
5,885.875254
43
27.8
0
male
yes
southwest
31,312.647055
52
24.86
0
female
no
southeast
9,153.774198
26
33.915
1
male
no
northwest
6,218.652966
35
34.32
3
male
no
southeast
9,231.327399
23
37.1
3
male
no
southwest
6,932.801166
22
33.77
0
male
no
southeast
4,429.405969
60
18.335
0
female
no
northeast
9,667.91524
20
30.59
0
female
no
northeast
3,519.95623
44
30.69
2
male
no
southeast
9,895.184004
44
38.95
0
female
yes
northwest
35,785.918434
48
24.42
0
male
yes
southeast
31,610.087816
50
37.07
1
male
no
southeast
13,162.409937
43
26.7
2
female
yes
southwest
31,810.994506
51
33.915
0
female
no
northeast
12,607.035846
24
33.99
0
female
no
southeast
5,036.109434
59
25.46
0
male
no
northwest
11,423.454948
55
27.645
0
male
no
northwest
11,132.099351
31
29.1
0
female
no
southwest
5,034.621738
21
33.63
2
female
no
northwest
5,281.573535
62
38.095
2
female
no
northeast
17,693.373045
19
22.515
0
female
no
northwest
170.280841
29
29.59
1
female
no
southeast
5,263.059518
61
21.09
0
female
no
northwest
10,482.9036
41
32.6
3
female
no
southwest
10,060.039079
30
27.7
0
female
no
southwest
4,305.716459
30
24.13
1
male
no
northwest
3,948.105169
49
30.3
0
male
no
southwest
10,046.103814
61
38.38
0
male
no
northwest
16,292.642131
38
34.7
2
male
no
southwest
9,553.135845
62
21.4
0
male
no
southwest
10,386.664277
49
21.3
1
female
no
southwest
7,456.141321
56
33.82
2
female
no
northwest
14,339.770824
18
29.165
0
female
no
northeast
2,525.647932
20
33.33
0
male
no
southeast
3,767.133835
62
32.11
0
male
no
northeast
14,806.724863
28
25.8
0
female
no
southwest
3,151.289199
44
38.06
1
male
no
southeast
11,954.277329
55
32.67
1
male
no
southeast
12,964.081238
49
37.51
2
male
no
southeast
13,479.033738
23
41.91
0
male
no
southeast
7,430.315048
63
35.09
0
male
yes
southeast
39,061.500932
47
19.57
1
male
no
northwest
6,779.550131
32
17.765
2
female
yes
northwest
26,411.461818
54
30.8
3
female
no
southwest
12,793.956661
49
28.69
3
male
no
northwest
11,218.343184
26
31.065
0
male
no
northwest
4,832.66041
60
28.9
0
male
no
southwest
12,400.907005
53
22.88
1
female
yes
southeast
32,819.71429
43
30.685
2
female
no
northwest
9,942.301498
57
43.7
1
male
no
southwest
17,044.22844
54
28.88
2
female
no
northeast
12,531.259532
18
30.03
1
male
no
southeast
2,566.055785
19
20.6
0
female
no
southwest
-914.373424
57
31.825
0
female
no
northwest
13,073.689322
18
35.2
1
male
no
southeast
4,308.824279
20
22
1
male
no
southwest
221.218947
19
28.9
0
female
no
southwest
1,883.494758
57
22.23
0
female
no
northeast
10,209.963612
52
41.8
2
male
yes
southeast
39,347.216759
21
16.815
1
female
no
northeast
-441.239183
49
29.83
1
male
no
northeast
11,122.748452
64
26.885
0
female
yes
northwest
36,858.410912
51
37.73
1
female
no
southeast
13,660.458419
58
33.1
0
female
no
southwest
13,321.336003
45
39.805
0
male
no
northeast
13,032.065051
35
27.7
3
female
no
southwest
6,866.431339
63
31.8
0
female
no
southwest
14,167.994215
43
29.9
1
female
no
southwest
8,813.283033
49
22.61
1
female
no
northwest
8,336.854592
26
46.53
1
male
no
southeast
10,183.888539
34
42.9
1
male
no
southwest
10,864.113164
64
33.88
0
male
yes
southeast
38,910.59465
49
42.68
2
female
no
southeast
15,240.393923
51
24.795
2
male
yes
northwest
33,645.169178
21
17.4
1
female
no
southwest
-1,053.839395
33
35.75
2
male
no
southeast
8,774.139553
18
21.565
0
male
yes
northeast
23,596.281702
64
37.905
0
male
no
northwest
16,903.450287