age
int64
3
64
bmi
float64
16.8
52.6
children
int64
0
5
sex
stringclasses
2 values
smoker
stringclasses
2 values
region
stringclasses
4 values
prediction
float64
-2,343.68
40.9k
58
33.1
0
female
no
southwest
13,321.336003
41
32.2
2
male
no
southwest
9,481.331583
29
29.59
1
female
no
southeast
5,263.059518
21
25.7
4
male
yes
southwest
26,652.402301
33
35.75
2
male
no
southeast
8,774.139553
43
27.8
0
male
yes
southwest
31,312.647055
64
37.905
0
male
no
northwest
16,903.450287
23
32.7
3
male
no
southwest
5,449.593937
19
33.11
0
female
yes
southeast
27,105.718315
51
18.05
0
female
no
northwest
6,888.385184
19
25.175
0
male
no
northwest
1,048.355338
64
25.6
2
male
no
southwest
13,166.961974
51
30.03
1
male
no
southeast
11,046.254077
19
33.1
0
male
no
southwest
3,280.691784
62
38.83
0
male
no
southeast
16,414.122515
46
42.35
3
male
yes
southeast
38,416.042211
19
27.7
0
male
yes
southwest
25,111.520859
60
28.9
0
male
no
southwest
12,400.907005
23
24.51
0
male
no
northeast
2,222.76894
48
40.15
0
male
no
southeast
13,261.424802
47
19.57
1
male
no
northwest
6,779.550131
32
33.63
1
male
yes
northeast
31,686.242006
25
24.3
3
female
no
southwest
3,150.559604
40
29.3
4
female
no
southwest
9,115.936735
62
26.695
0
male
yes
northeast
36,632.49755
19
20.6
0
female
no
southwest
-914.373424
55
27.645
0
male
no
northwest
11,132.099351
18
30.14
0
male
no
southeast
2,177.857182
58
32.395
1
female
no
northeast
14,318.763892
21
35.72
0
female
no
northwest
5,135.539402
55
32.775
0
male
no
northwest
12,861.384143
31
38.39
2
male
no
southeast
9,150.112479
37
46.53
3
male
no
southeast
13,861.17887
43
29.9
1
female
no
southwest
8,813.283033
35
34.32
3
male
no
southeast
9,231.327399
50
31.825
0
male
yes
northeast
35,278.073871
43
32.6
2
male
no
southwest
10,130.120015
45
38.285
0
female
no
northeast
12,538.276063
52
30.875
0
female
no
northeast
11,839.250194
59
25.46
0
male
no
northwest
11,423.454948
32
28.93
1
male
yes
southeast
29,444.042715
52
26.4
3
male
no
southeast
10,930.141387
51
36.385
3
female
no
northwest
14,344.813474
64
37.905
0
male
no
northwest
16,903.450287
26
30
1
male
no
southwest
4,459.813597
51
33.915
0
female
no
northeast
12,607.035846
49
36.85
0
male
no
southeast
12,405.995087
42
40.37
2
female
yes
southeast
36,314.009043
29
24.6
2
female
no
southwest
3,854.31141
46
48.07
2
female
no
northeast
16,944.259957
49
41.47
4
female
no
southeast
15,683.069502
52
37.525
2
female
no
northwest
14,560.795906
62
32.11
0
male
no
northeast
14,806.724863
61
36.1
3
male
no
southwest
16,360.785435
47
36.63
1
female
yes
southeast
35,912.882644
32
31.5
1
male
no
southwest
6,507.30666
22
23.18
0
female
no
northeast
1,536.051832
26
46.53
1
male
no
southeast
10,183.888539
57
31.16
0
female
yes
northwest
36,500.65163
19
17.48
0
male
no
northwest
-1,545.571849
52
18.335
0
female
no
northwest
7,241.432267
18
21.47
0
male
no
northeast
-86.870947
22
33.77
0
male
no
southeast
4,429.405969
26
27.06
0
male
yes
southeast
26,846.546625
44
39.52
0
male
no
northwest
12,308.340641
39
32.5
1
female
no
southwest
8,661.820845
49
25.6
2
male
yes
southwest
32,963.455242
44
30.69
2
male
no
southeast
9,895.184004
54
32.68
0
female
no
northeast
12,961.653662
25
32.23
1
female
no
southeast
5,125.081032
60
40.92
0
male
yes
southeast
40,255.823393
31
27.645
2
male
no
northeast
6,185.917304
47
26.6
2
female
no
northeast
9,963.858573
42
37.18
2
male
no
southeast
11,568.963255
18
26.125
0
male
no
northeast
1,482.294883
23
41.91
0
male
no
southeast
7,430.315048
25
20.8
1
female
no
southwest
1,120.178105
47
45.32
1
female
no
southeast
15,191.088065
35
23.465
2
female
no
northeast
5,823.364952
25
25.74
0
male
no
southeast
2,493.479894
64
26.885
0
female
yes
northwest
36,858.410912
42
34.1
0
male
no
southwest
9,528.22557
28
33
2
female
no
southeast
6,580.848198
24
33.345
0
female
no
northwest
5,105.871708
22
27.1
0
female
no
southwest
2,047.655282
44
38.95
0
female
yes
northwest
35,785.918434
21
26.4
1
female
no
southwest
1,979.993573
28
17.29
0
female
no
northeast
1,092.430936
53
22.88
1
female
yes
southeast
32,819.71429
29
29.59
1
female
no
southeast
5,263.059518
44
31.35
1
male
yes
northeast
34,001.379457
50
26.41
0
male
no
northwest
9,430.91152
31
34.39
3
male
yes
northwest
32,165.33688
41
33.06
2
female
no
northwest
10,228.944897
36
35.2
1
male
yes
southeast
32,585.515839
34
34.675
0
male
no
northeast
8,476.047495
29
35.5
2
male
yes
southwest
31,161.15739
54
47.41
0
female
yes
southeast
40,920.291512
37
30.78
0
female
yes
northeast
31,603.71967
30
25.46
0
male
no
northeast
4,341.836806