age
int64
0
140
bmi
float64
1
161
children
int64
0
5
sex
stringclasses
2 values
smoker
stringclasses
2 values
region
stringclasses
4 values
prediction
float64
0
54.3k
30
27.7
0
female
no
southwest
4,305.716459
30
27.7
0
female
no
southwest
4,305.716459
26
29.92
1
female
no
southeast
4,603.372943
63
35.09
0
male
yes
southeast
39,061.500932
19
24.51
1
female
no
northwest
1,268.059266
37
46.53
3
male
no
southeast
13,861.17887
57
31.16
0
female
yes
northwest
36,500.65163
59
25.46
0
male
no
northwest
11,423.454948
47
26.125
1
female
yes
northeast
33,029.589683
40
28.69
3
female
no
northwest
8,924.153523
22
32.11
0
male
no
northwest
4,157.019303
31
38.39
2
male
no
southeast
9,150.112479
48
33.33
0
female
no
southeast
10,981.045289
19
17.48
0
male
no
northwest
0
25
24.3
3
female
no
southwest
3,150.559604
29
29.64
1
male
no
northeast
5,919.18675
32
29.8
2
female
no
southwest
6,378.119797
61
36.1
3
male
no
southwest
16,360.785435
20
29.6
0
female
no
southwest
2,376.43525
19
27.265
2
male
no
northwest
2,603.436339
23
41.91
0
male
no
southeast
7,430.315048
21
34.87
0
female
no
southeast
4,561.823762
46
48.07
2
female
no
northeast
16,944.259957
40
35.3
3
male
no
southwest
10,694.621571
28
27.5
2
female
no
southwest
4,574.904104
64
26.885
0
female
yes
northwest
36,858.410912
41
34.2
2
male
no
northwest
10,594.638715
28
17.29
0
female
no
northeast
1,092.430936
57
23.98
1
female
no
southeast
10,567.290065
35
30.5
1
male
no
southwest
6,941.141226
42
40.37
2
female
yes
southeast
36,314.009043
47
29.37
1
female
no
southeast
9,814.461861
23
24.51
0
male
no
northeast
2,222.76894
52
37.525
2
female
no
northwest
14,560.795906
39
32.5
1
female
no
southwest
8,661.820845
51
34.1
0
female
no
southeast
12,011.533672
50
26.41
0
male
no
northwest
9,430.91152
33
27.455
2
male
no
northwest
6,265.143805
34
31.92
1
female
yes
northeast
31,642.356845
28
31.68
0
male
yes
southeast
28,917.865626
58
27.17
0
female
no
northwest
11,761.499198
46
32.3
2
female
no
northeast
11,628.310413
43
35.97
3
male
yes
southeast
35,494.464612
55
27.645
0
male
no
northwest
11,132.099351
27
30.4
3
female
no
northwest
6,159.897611
26
31.065
0
male
no
northwest
4,832.66041
37
30.78
0
female
yes
northeast
31,603.71967
43
30.685
2
female
no
northwest
9,942.301498
29
35.5
2
male
yes
southwest
31,161.15739
22
52.58
1
male
yes
southeast
34,846.524511
47
19.57
1
male
no
northwest
6,779.550131
18
29.165
0
female
no
northeast
2,525.647932
31
29.1
0
female
no
southwest
5,034.621738
39
32.34
2
male
no
southeast
9,166.508186
47
38.94
2
male
yes
southeast
37,098.253531
35
35.86
2
female
no
southeast
9,343.762837
45
39.805
0
male
no
northeast
13,032.065051
25
25.74
0
male
no
southeast
2,493.479894
35
34.32
3
male
no
southeast
9,231.327399
50
25.6
0
female
no
southwest
8,737.336217
50
31.825
0
male
yes
northeast
35,278.073871
46
28.05
1
female
no
southeast
9,112.523987
49
41.47
4
female
no
southeast
15,683.069502
58
33.1
0
female
no
southwest
13,321.336003
62
38.095
2
female
no
northeast
17,693.373045
53
36.6
3
male
no
southwest
14,473.526065
26
46.53
1
male
no
southeast
10,183.888539
38
37.05
1
male
no
northeast
10,729.823913
41
32.2
2
male
no
southwest
9,481.331583
34
33.25
1
female
no
northeast
8,439.561084
24
35.86
0
male
no
southeast
5,647.880814
60
24.53
0
female
no
southeast
11,098.339302
25
22.515
1
female
no
northwest
2,137.41386
60
28.595
0
male
no
northeast
13,107.893131
63
36.3
0
female
no
southeast
15,836.845756
22
21.28
3
female
no
northwest
1,800.735008
19
25.175
0
male
no
northwest
1,048.355338
54
28.88
2
female
no
northeast
12,531.259532
18
41.14
0
male
no
southeast
5,885.875254
33
28.27
1
female
no
southeast
5,846.000173
40
41.42
1
female
no
northwest
12,364.784142
36
26.885
0
female
no
northwest
6,011.962293
18
26.125
0
male
no
northeast
1,482.294883
26
30.875
2
male
no
northwest
5,619.170392
50
32.11
2
male
no
northeast
12,573.57396
43
29.9
1
female
no
southwest
8,813.283033
27
24.75
0
female
yes
southeast
26,343.430227
64
40.48
0
male
no
southeast
17,484.276638
19
31.825
1
female
no
northwest
3,733.891284
22
27.1
0
female
no
southwest
2,047.655282
57
23.18
0
female
no
northwest
10,159.52421
20
26.84
1
female
yes
southeast
25,674.402503
49
36.85
0
male
no
southeast
12,405.995087
58
32.395
1
female
no
northeast
14,318.763892
22
33.77
0
male
no
southeast
4,429.405969
62
26.695
0
male
yes
northeast
36,632.49755
59
35.2
0
female
no
southeast
14,438.141126
61
23.655
0
male
no
northeast
11,699.63163
20
33
0
female
no
southeast
3,674.484984
49
22.515
0
male
no
northeast
8,231.637651