age
int64
18
64
bmi
float64
10
52.6
children
int64
0
4
sex
stringclasses
2 values
smoker
stringclasses
2 values
region
stringclasses
4 values
prediction
float64
-1,545.57
40.9k
30
10
1
male
yes
southwest
22,396.994238
20
33
1
male
no
southwest
3,929.237018
26
27.06
0
male
yes
southeast
26,846.546625
19
30.4
0
male
no
southwest
2,370.541894
35
35.86
2
female
no
southeast
9,343.762837
43
26.7
2
female
yes
southwest
31,810.994506
40
32.775
1
male
yes
northeast
33,453.833521
52
18.335
0
female
no
northwest
7,241.432267
42
30
0
male
yes
southwest
31,797.274963
40
29.3
4
female
no
southwest
9,115.936735
52
26.4
3
male
no
southeast
10,930.141387
43
35.64
1
female
no
southeast
10,900.129339
32
29.8
2
female
no
southwest
6,378.119797
45
25.7
3
female
no
southwest
8,762.003294
29
22.515
3
male
no
northeast
4,367.959885
50
28.12
3
female
no
northwest
11,301.767826
25
22.515
1
female
no
northwest
2,137.41386
57
23.18
0
female
no
northwest
10,159.52421
63
27.74
0
female
yes
northeast
37,260.326664
21
25.7
4
male
yes
southwest
26,652.402301
58
32.395
1
female
no
northeast
14,318.763892
62
38.095
2
female
no
northeast
17,693.373045
49
28.69
3
male
no
northwest
11,218.343184
31
27.645
2
male
no
northeast
6,185.917304
19
24.51
1
female
no
northwest
1,268.059266
18
21.47
0
male
no
northeast
-86.870947
56
35.8
1
female
no
southwest
14,142.813265
33
28.27
1
female
no
southeast
5,846.000173
21
33.63
2
female
no
northwest
5,281.573535
52
27.36
0
male
yes
northwest
33,916.229712
28
23.845
2
female
no
northwest
3,781.952855
59
27.5
1
male
no
southwest
12,097.28051
25
25.74
0
male
no
southeast
2,493.479894
19
22.515
0
female
no
northwest
170.280841
60
18.335
0
female
no
northeast
9,667.91524
34
34.675
0
male
no
northeast
8,476.047495
30
31.57
3
male
no
southeast
7,019.444352
37
30.8
2
female
no
southeast
8,152.025936
54
32.68
0
female
no
northeast
12,961.653662
48
40.15
0
male
no
southeast
13,261.424802
49
29.83
1
male
no
northeast
11,122.748452
43
26.885
0
female
yes
northwest
31,461.921089
20
33
0
female
no
southeast
3,674.484984
23
32.7
3
male
no
southwest
5,449.593937
42
40.37
2
female
yes
southeast
36,314.009043
34
33.7
1
female
no
southwest
7,781.453378
47
26.125
1
female
yes
northeast
33,029.589683
53
36.86
3
female
yes
northwest
38,670.012704
47
38.94
2
male
yes
southeast
37,098.253531
25
32.23
1
female
no
southeast
5,125.081032
63
31.8
0
female
no
southwest
14,167.994215
29
35.5
2
male
yes
southwest
31,161.15739
20
29.6
0
female
no
southwest
2,376.43525
30
19.95
3
female
no
northwest
3,408.20756
19
25.175
0
male
no
northwest
1,048.355338
36
26.885
0
female
no
northwest
6,011.962293
42
37.18
2
male
no
southeast
11,568.963255
19
17.48
0
male
no
northwest
-1,545.571849
49
42.68
2
female
no
southeast
15,240.393923
54
47.41
0
female
yes
southeast
40,920.291512
36
29.92
0
female
no
southeast
6,747.851217
30
24.4
3
male
yes
southwest
28,101.684553
43
38.06
2
male
yes
southeast
35,773.709262
19
30.59
0
male
no
northwest
2,873.711507
22
32.11
0
male
no
northwest
4,157.019303
23
27.36
1
male
no
northwest
3,238.084171
22
52.58
1
male
yes
southeast
34,846.524511
61
23.655
0
male
no
northeast
11,699.63163
64
40.48
0
male
no
southeast
17,484.276638
42
34.1
0
male
no
southwest
9,528.22557
46
28.05
1
female
no
southeast
9,112.523987
52
37.525
2
female
no
northwest
14,560.795906
58
27.17
0
female
no
northwest
11,761.499198
39
32.34
2
male
no
southeast
9,166.508186
56
25.65
0
female
no
northwest
10,735.167107
61
21.09
0
female
no
northwest
10,482.9036
50
32.11
2
male
no
northeast
12,573.57396
19
28.9
0
female
no
southwest
1,883.494758
31
36.3
2
male
yes
southwest
31,944.782843
52
24.13
1
female
yes
northwest
33,271.291244
26
33.915
1
male
no
northwest
6,218.652966
53
22.88
1
female
yes
southeast
32,819.71429
25
34.485
0
female
no
northwest
5,747.132923
23
37.1
3
male
no
southwest
6,932.801166
26
35.42
0
male
no
southeast
6,013.511503
41
33.06
2
female
no
northwest
10,228.944897
22
23.18
0
female
no
northeast
1,536.051832
28
33
2
female
no
southeast
6,580.848198
19
27.7
0
male
yes
southwest
25,111.520859
32
17.765
2
female
yes
northwest
26,411.461818
44
39.52
0
male
no
northwest
12,308.340641
31
29.1
0
female
no
southwest
5,034.621738
33
27.455
2
male
no
northwest
6,265.143805
59
27.83
3
female
no
southeast
13,229.605368
49
22.515
0
male
no
northeast
8,231.637651
18
41.14
0
male
no
southeast
5,885.875254
22
39.5
0
male
no
southwest
6,209.011234
64
26.885
0
female
yes
northwest
36,858.410912
27
32.585
3
male
no
northeast
7,248.530471
20
26.84
1
female
yes
southeast
25,674.402503