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
45
35
0
female
no
southeast
10,773.062734
51
35
2
male
yes
southwest
36,646.076642
23
28.12
0
female
no
northwest
3,087.587418
47
26.6
2
female
no
northeast
9,963.858573
44
38.06
1
male
no
southeast
11,954.277329
18
28.215
0
female
no
northeast
2,205.410008
43
25.27
1
female
yes
northeast
31,713.472727
43
32.6
2
male
no
southwest
10,130.120015
32
28.93
1
male
yes
southeast
29,444.042715
27
30.4
3
female
no
northwest
6,159.897611
45
25.175
2
female
no
northeast
8,969.550274
18
35.2
1
male
no
southeast
4,308.824279
51
30.03
1
male
no
southeast
11,046.254077
46
42.35
3
male
yes
southeast
38,416.042211
19
20.6
0
female
no
southwest
-914.373424
18
38.17
0
male
yes
southeast
28,535.83923
47
24.32
0
female
no
northeast
8,344.729987
54
32.68
0
female
no
northeast
12,961.653662
25
41.325
0
female
no
northeast
8,423.523305
45
24.31
5
male
no
southeast
9,277.345579
55
32.775
0
male
no
northwest
12,861.384143
52
30.2
1
male
no
southwest
11,208.600459
30
24.4
3
male
yes
southwest
28,101.684553
31
30.495
3
female
no
northeast
7,590.501553
45
39.805
0
male
no
northeast
13,032.065051
60
30.5
0
female
no
southwest
12,958.84678
30
23.655
3
female
yes
northwest
28,308.264321
18
30.115
0
female
no
northeast
2,845.885857
57
23.18
0
female
no
northwest
10,159.52421
36
29.92
0
female
no
southeast
6,747.851217
29
22.515
3
male
no
northeast
4,367.959885
42
30
0
male
yes
southwest
31,797.274963
25
26.8
3
male
no
southwest
3,974.699292
61
36.1
3
male
no
southwest
16,360.785435
41
31.02
0
female
no
southeast
8,403.531554
53
22.88
1
female
yes
southeast
32,819.71429
29
24.6
2
female
no
southwest
3,854.31141
61
21.09
0
female
no
northwest
10,482.9036
43
38.06
2
male
yes
southeast
35,773.709262
32
29.8
2
female
no
southwest
6,378.119797
28
25.8
0
female
no
southwest
3,151.289199
43
26.7
2
female
yes
southwest
31,810.994506
49
41.47
4
female
no
southeast
15,683.069502
42
24.985
2
female
no
northwest
7,763.898246
21
26.4
1
female
no
southwest
1,979.993573
22
21.28
3
female
no
northwest
1,800.735008
39
32.34
2
male
no
southeast
9,166.508186
18
30.14
0
male
no
southeast
2,177.857182
49
28.69
3
male
no
northwest
11,218.343184
58
25.2
0
female
no
southwest
10,658.304843
60
28.9
0
male
no
southwest
12,400.907005
39
45.43
2
male
no
southeast
13,579.049691
32
28.93
0
female
no
southeast
5,386.226768
38
38.39
3
male
yes
southeast
35,025.350059
50
28.12
3
female
no
northwest
11,301.767826
30
35.53
0
male
yes
southeast
30,729.623363
50
33.7
4
female
no
southwest
13,168.901022
34
30.8
0
male
yes
southwest
30,011.143358
52
26.4
3
male
no
southeast
10,930.141387
56
25.65
0
female
no
northwest
10,735.167107
18
26.125
0
male
no
northeast
1,482.294883
35
34.21
1
female
no
southeast
8,362.281343
46
48.07
2
female
no
northeast
16,944.259957
50
32.205
0
male
no
northwest
11,384.362859
23
37.1
3
male
no
southwest
6,932.801166
54
24.035
0
male
no
northeast
10,028.896859
64
37.905
0
male
no
northwest
16,903.450287
58
36.08
0
male
no
southeast
14,459.215174
63
36.3
0
female
no
southeast
15,836.845756
45
25.7
3
female
no
southwest
8,762.003294
56
34.43
0
male
no
southeast
13,389.061052
30
43.12
2
female
no
southeast
10,506.176235
25
24.3
3
female
no
southwest
3,150.559604
48
33.33
0
female
no
southeast
10,981.045289
50
26.41
0
male
no
northwest
9,430.91152
50
37.07
1
male
no
southeast
13,162.409937
25
22.515
1
female
no
northwest
2,137.41386
58
27.17
0
female
no
northwest
11,761.499198
39
42.655
0
male
no
northeast
12,450.924589
60
24.53
0
female
no
southeast
11,098.339302
62
38.095
2
female
no
northeast
17,693.373045
53
36.86
3
female
yes
northwest
38,670.012704
43
29.9
1
female
no
southwest
8,813.283033
24
35.86
0
male
no
southeast
5,647.880814
63
31.8
0
female
no
southwest
14,167.994215
28
33
2
female
no
southeast
6,580.848198
19
31.92
0
male
yes
northwest
26,973.173457
48
41.23
4
female
no
northwest
15,632.378554
51
38.06
0
female
yes
southeast
36,997.549033
52
24.86
0
female
no
southeast
9,153.774198
64
40.48
0
male
no
southeast
17,484.276638
58
36.48
0
female
no
northwest
14,899.830857
26
35.42
0
male
no
southeast
6,013.511503
19
25.175
0
male
no
northwest
1,048.355338
26
27.06
0
male
yes
southeast
26,846.546625
38
28.27
1
male
no
southeast
7,112.28701
33
35.75
1
male
yes
southeast
31,999.989625
45
27.645
1
female
no
northwest
9,006.212768
35
34.32
3
male
no
southeast
9,231.327399
60
28.595
0
male
no
northeast
13,107.893131