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
43
27.8
0
male
yes
southwest
31,312.647055
32
28.93
0
female
no
southeast
5,386.226768
31
29.1
0
female
no
southwest
5,034.621738
58
33.1
0
female
no
southwest
13,321.336003
39
32.34
2
male
no
southeast
9,166.508186
42
24.98
2
female
no
northwest
7,762.212783
31
36.3
2
male
yes
southwest
31,944.782843
25
23.44
2
female
N
southwest
14,260.945654
25
23.44
2
male
N
southwest
14,242.353962
25
23.44
2
male
N
southeast
14,394.28902
24
31.44
3
male
N
southwest
17,107.397456
18
21.47
0
male
no
northeast
-86.870947
22
39.5
0
male
no
southwest
6,209.011234
28
31.68
0
male
yes
southeast
28,917.865626
31
29.1
0
female
no
southwest
5,034.621738
36
29.92
0
female
no
southeast
6,747.851217
35
30.5
1
male
no
southwest
6,941.141226
39
32.8
0
female
no
southwest
8,337.669827
33
28.27
1
female
no
southeast
5,846.000173
49
22.52
0
male
no
northeast
8,233.323114
20
26.84
1
female
yes
southeast
25,674.402503
42
40.37
2
female
yes
southeast
36,314.009043
23
27.36
1
male
no
northwest
3,238.084171
19
27.7
0
male
yes
southwest
25,111.520859
30
28.41
1
female
no
northwest
5,409.452983
36
26.89
0
female
no
northwest
6,013.647755
23
28.12
0
female
no
northwest
3,087.587418
52
30.88
0
female
no
northeast
11,840.935657
20
33.33
0
male
no
southeast
3,767.133835
32
28.93
0
female
no
southeast
5,386.226768
19
28.6
5
female
no
southwest
3,908.76091
52
38.38
2
female
no
northeast
15,219.687364
63
31.8
0
female
no
southwest
14,167.994215
52
46.75
5
female
no
southeast
18,659.124078
31
25.93
1
male
no
northwest
4,811.847468
20
33
0
female
no
southeast
3,674.484984
19
25.75
1
female
no
northwest
1,686.05403
41
33.06
2
female
no
northwest
10,228.944897
34
34.67
0
male
no
northeast
8,474.362032
56
25.65
0
female
no
northwest
10,735.167107
18
29.16
0
female
no
northeast
2,523.962469
19
20.6
0
female
no
southwest
-914.373424
22
33.77
0
male
no
southeast
4,429.405969
53
22.88
1
female
yes
southeast
32,819.71429
62
38.83
0
male
no
southeast
16,414.122515
60
28.9
0
male
no
southwest
12,400.907005
59
27.5
1
male
no
southwest
12,097.28051
27
24.75
0
female
yes
southeast
26,343.430227
42
34.1
0
male
no
southwest
9,528.22557
35
35.86
2
female
no
southeast
9,343.762837
49
28.69
3
male
no
northwest
11,218.343184
31
38.39
2
male
no
southeast
9,150.112479
59
27.83
3
female
no
southeast
13,229.605368
23
32.7
3
male
no
southwest
5,449.593937
28
33
2
female
no
southeast
6,580.848198
21
33.63
2
female
no
northwest
5,281.573535
35
23.46
2
female
no
northeast
5,821.67949
48
40.15
0
male
no
southeast
13,261.424802
26
30.88
2
male
no
northwest
5,620.855855
30
24.4
3
male
yes
southwest
28,101.684553
43
26.89
0
female
yes
northwest
31,463.606552
57
22.23
0
female
no
northeast
10,209.963612
41
30.59
2
male
no
northwest
9,377.734602
57
31.82
0
female
no
northwest
13,072.003859
33
35.75
1
male
yes
southeast
31,999.989625
34
33.7
1
female
no
southwest
7,781.453378
25
34.48
0
female
no
northwest
5,745.44746
25
30.3
0
female
no
southwest
3,897.278565
18
30.14
0
male
no
southeast
2,177.857182
54
32.68
0
female
no
northeast
12,961.653662
18
35.2
1
male
no
southeast
4,308.824279
44
38.95
0
female
yes
northwest
35,785.918434
50
31.82
0
male
yes
northeast
35,276.388408
21
26.4
1
female
no
southwest
1,979.993573
30
27.93
0
female
no
northeast
5,193.047101
59
37.1
1
male
no
southwest
15,333.369009
28
17.29
0
female
no
northeast
1,092.430936
43
30.68
2
female
no
northwest
9,940.616035
37
30.78
0
female
yes
northeast
31,603.71967
31
36.3
2
male
yes
southwest
31,944.782843
61
21.09
0
female
no
northwest
10,482.9036
63
27.74
0
female
yes
northeast
37,260.326664
30
43.12
2
female
no
southeast
10,506.176235
33
35.75
2
male
no
southeast
8,774.139553
19
27.27
2
male
no
northwest
2,605.121801
46
32.3
2
female
no
northeast
11,628.310413
40
41.42
1
female
no
northwest
12,364.784142
32
29.8
2
female
no
southwest
6,378.119797
26
46.53
1
male
no
southeast
10,183.888539
41
32.2
2
male
no
southwest
9,481.331583
19
33.1
0
male
no
southwest
3,280.691784
23
41.91
0
male
no
southeast
7,430.315048
41
40.26
0
male
no
southeast
11,499.675042
19
22.52
0
female
no
northwest
171.966304
58
32.4
1
female
no
northeast
14,320.449355
25
23.9
5
male
no
southwest
3,847.688459
45
38.28
0
female
no
northeast
12,536.590601
41
34.2
2
male
no
northwest
10,594.638715
33
35.24
0
male
no
northeast
8,409.529081
51
34.2
1
female
no
southwest
12,318.586653