age
int64
0
64
bmi
float64
0
52.6
children
int64
0
5
sex
stringclasses
3 values
smoker
stringclasses
3 values
region
stringclasses
4 values
prediction
float64
-12,607.68
40.9k
20
30
0
male
no
southeast
2,644.615637
20
30
0
male
no
southwest
2,492.680579
20
30
0
male
no
southwest
2,492.680579
20
30
0
male
no
southwest
2,492.680579
20
30
0
male
no
southwest
2,492.680579
20
30
0
male
no
southwest
2,492.680579
20
30
0
male
no
southwest
2,492.680579
20
30
0
male
no
southwest
2,492.680579
20
30
0
male
no
southwest
2,492.680579
20
30
0
male
no
southwest
2,492.680579
20
30
0
male
no
southwest
2,492.680579
20
30
0
male
no
southwest
2,492.680579
20
30
0
male
no
southwest
2,492.680579
20
30
0
male
no
southwest
2,492.680579
20
30
0
male
no
southwest
2,492.680579
20
30
0
male
no
southwest
2,492.680579
20
30
0
male
no
southwest
2,492.680579
20
30
0
male
no
southwest
2,492.680579
20
30
0
male
no
southwest
2,492.680579
20
30
0
male
no
southwest
2,492.680579
0
0
0
null
null
null
-574.535713
0
0
0
male
yes
southeast
11,043.453817
0
0
0
male
no
southeast
-12,607.675039
20
30
0
male
no
southeast
2,644.615637
20
30
0
male
yes
southeast
26,295.744492
20
30
0
male
no
southeast
2,644.615637
20
30
0
female
no
southeast
2,663.207328
20
30
0
male
no
southeast
2,644.615637
20
30
0
female
no
southeast
2,663.207328
20
30
0
female
yes
southeast
26,314.336184
20
30
0
male
yes
southeast
26,295.744492
20
40
0
female
yes
southeast
29,685.261703
40
40
0
female
yes
southeast
34,824.77582
20
30
0
male
no
southwest
2,492.680579
25
30.3
0
female
no
southwest
3,897.278565
51
30.03
1
male
no
southeast
11,046.254077
19
25.745
1
female
no
northwest
1,684.368568
42
34.1
0
male
no
southwest
9,528.22557
63
27.74
0
female
yes
northeast
37,260.326664
42
24.985
2
female
no
northwest
7,763.898246
28
33
2
female
no
southeast
6,580.848198
53
22.88
1
female
yes
southeast
32,819.71429
42
37.18
2
male
no
southeast
11,568.963255
62
32.11
0
male
no
northeast
14,806.724863
50
32.11
2
male
no
northeast
12,573.57396
53
33.25
0
female
no
northeast
12,896.820711
29
24.6
2
female
no
southwest
3,854.31141
55
27.645
0
male
no
northwest
11,132.099351
19
31.92
0
male
yes
northwest
26,973.173457
19
17.48
0
male
no
northwest
-1,545.571849
46
42.35
3
male
yes
southeast
38,416.042211
19
22.515
0
female
no
northwest
170.280841
30
27.93
0
female
no
northeast
5,193.047101
43
26.7
2
female
yes
southwest
31,810.994506
26
29.92
1
female
no
southeast
4,603.372943
40
35.3
3
male
no
southwest
10,694.621571
49
41.47
4
female
no
southeast
15,683.069502
31
34.39
3
male
yes
northwest
32,165.33688
19
30.4
0
male
no
southwest
2,370.541894
23
36.67
2
female
yes
northeast
30,842.092487
19
27.7
0
male
yes
southwest
25,111.520859
60
35.1
0
female
no
southwest
14,509.472519
57
23.98
1
female
no
southeast
10,567.290065
31
29.1
0
female
no
southwest
5,034.621738
32
28.93
1
male
yes
southeast
29,444.042715
39
32.8
0
female
no
southwest
8,337.669827
64
37.905
0
male
no
northwest
16,903.450287
43
29.9
1
female
no
southwest
8,813.283033
54
47.41
0
female
yes
southeast
40,920.291512
57
31.16
0
female
yes
northwest
36,500.65163
32
31.5
1
male
no
southwest
6,507.30666
25
20.8
1
female
no
southwest
1,120.178105
25
22.515
1
female
no
northwest
2,137.41386
23
28.12
0
female
no
northwest
3,087.587418
39
42.655
0
male
no
northeast
12,450.924589
60
28.595
0
male
no
northeast
13,107.893131
30
24.4
3
male
yes
southwest
28,101.684553
20
26.84
1
female
yes
southeast
25,674.402503
60
28.9
0
male
no
southwest
12,400.907005
49
30.78
1
female
no
northeast
11,461.578068
27
32.585
3
male
no
northeast
7,248.530471
35
34.32
3
male
no
southeast
9,231.327399
52
26.4
3
male
no
southeast
10,930.141387
60
18.335
0
female
no
northeast
9,667.91524
22
31.35
1
male
no
northwest
4,326.107747
37
30.78
0
female
yes
northeast
31,603.71967
37
46.53
3
male
no
southeast
13,861.17887
34
34.675
0
male
no
northeast
8,476.047495
23
37.1
3
male
no
southwest
6,932.801166
31
25.935
1
male
no
northwest
4,813.532931
21
26.4
1
female
no
southwest
1,979.993573
18
41.14
0
male
no
southeast
5,885.875254
49
25.6
2
male
yes
southwest
32,963.455242
49
29.83
1
male
no
northeast
11,122.748452
30
25.46
0
male
no
northeast
4,341.836806
57
22.23
0
female
no
northeast
10,209.963612
32
17.765
2
female
yes
northwest
26,411.461818
31
27.645
2
male
no
northeast
6,185.917304
24
35.86
0
male
no
southeast
5,647.880814
40
28.69
3
female
no
northwest
8,924.153523