age
int64
18
64
bmi
float64
2
52.6
children
int64
0
23
sex
stringclasses
2 values
smoker
stringclasses
3 values
region
stringclasses
4 values
prediction
float64
-1,545.57
40.3k
24
35.86
0
male
no
southeast
5,647.880814
30
44.22
2
male
no
southeast
10,858.386351
42
37.18
2
male
no
southeast
11,568.963255
33
35.75
1
male
yes
southeast
31,999.989625
28
25.8
0
female
no
southwest
3,151.289199
40
28.69
3
female
no
northwest
8,924.153523
50
26.41
0
male
no
northwest
9,430.91152
40
32.77
1
male
yes
northeast
33,452.148058
19
31.82
1
female
no
northwest
3,732.205821
26
30.88
2
male
no
northwest
5,620.855855
47
29.37
1
female
no
southeast
9,814.461861
46
28.05
1
female
no
southeast
9,112.523987
32
17.77
2
female
yes
northwest
26,413.147281
31
34.39
3
male
yes
northwest
32,165.33688
44
30.69
2
male
no
southeast
9,895.184004
26
35.42
0
male
no
southeast
6,013.511503
30
27.7
0
female
no
southwest
4,305.716459
19
30.59
0
male
no
northwest
2,873.711507
18
26.32
0
female
no
northeast
1,566.619622
64
26.89
0
female
yes
northwest
36,860.096374
64
22.99
0
female
yes
southeast
35,258.248451
33
28.27
1
female
no
southeast
5,846.000173
50
25.6
0
female
no
southwest
8,737.336217
23
41.91
0
male
no
southeast
7,430.315048
63
31.8
0
female
no
southwest
14,167.994215
51
34.2
1
female
no
southwest
12,318.586653
52
24.13
1
female
yes
northwest
33,271.291244
27
32.59
3
male
no
northeast
7,250.215934
43
32.6
2
male
no
southwest
10,130.120015
19
28.9
0
female
no
southwest
1,883.494758
30
31.57
3
male
no
southeast
7,019.444352
19
33.1
0
male
no
southwest
3,280.691784
59
37.1
1
male
no
southwest
15,333.369009
42
30
0
male
yes
southwest
31,797.274963
43
35.64
1
female
no
southeast
10,900.129339
40
24.97
2
male
no
southeast
6,939.111784
50
32.11
2
male
no
northeast
12,573.57396
29
29.59
1
female
no
southeast
5,263.059518
42
40.37
2
female
yes
southeast
36,314.009043
60
35.1
0
female
no
southwest
14,509.472519
18
29.37
1
male
no
southeast
2,343.574701
30
25.46
0
male
no
northeast
4,341.836806
33
35.75
2
male
no
southeast
8,774.139553
25
25.74
0
male
no
southeast
2,493.479894
24
33.34
0
female
no
northwest
5,104.186245
58
32.4
1
female
no
northeast
14,320.449355
56
25.65
0
female
no
northwest
10,735.167107
18
29.16
0
female
no
northeast
2,523.962469
49
30.78
1
female
no
northeast
11,461.578068
31
38.39
2
male
no
southeast
9,150.112479
41
40.26
0
male
no
southeast
11,499.675042
46
32.3
2
female
no
northeast
11,628.310413
28
33
2
female
no
southeast
6,580.848198
61
36.1
3
male
no
southwest
16,360.785435
25
22.52
1
female
no
northwest
2,139.099323
45
25.7
3
female
no
southwest
8,762.003294
20
26.84
1
female
yes
southeast
25,674.402503
49
28.69
3
male
no
northwest
11,218.343184
64
40.48
0
male
no
southeast
17,484.276638
57
23.18
0
female
no
northwest
10,159.52421
53
20.9
0
male
yes
southeast
31,708.400562
28
25.93
1
female
no
northwest
4,059.512042
41
33.06
2
female
no
northwest
10,228.944897
34
33.25
1
female
no
northeast
8,439.561084
62
32.11
0
male
no
northeast
14,806.724863
29
24.6
2
female
no
southwest
3,854.31141
26
33.91
1
male
no
northwest
6,216.967504
63
37.7
0
female
yes
southwest
39,807.969127
38
28.02
1
male
no
northeast
7,685.878169
25
30.3
0
female
no
southwest
3,897.278565
56
35.8
1
female
no
southwest
14,142.813265
57
22.23
0
female
no
northeast
10,209.963612
26
29.92
1
female
no
southeast
4,603.372943
18
35.2
1
male
no
southeast
4,308.824279
30
44.22
2
male
no
southeast
10,858.386351
28
23.84
2
female
no
northwest
3,780.267392
55
32.77
0
male
no
northwest
12,859.69868
60
40.92
0
male
yes
southeast
40,255.823393
54
28.88
2
female
no
northeast
12,531.259532
29
35.5
2
male
yes
southwest
31,161.15739
49
42.68
2
female
no
southeast
15,240.393923
53
36.6
3
male
no
southwest
14,473.526065
32
33.63
1
male
yes
northeast
31,686.242006
58
31.82
2
female
no
northeast
14,550.214458
44
39.52
0
male
no
northwest
12,308.340641
34
31.92
1
female
yes
northeast
31,642.356845
35
34.32
3
male
no
southeast
9,231.327399
47
19.57
1
male
no
northwest
6,779.550131
26
27.06
0
male
yes
southeast
26,846.546625
27
30.4
3
female
no
northwest
6,159.897611
52
46.75
5
female
no
southeast
18,659.124078
30
19.95
3
female
no
northwest
3,408.20756
28
25.8
0
female
no
southwest
3,151.289199
40
35.3
3
male
no
southwest
10,694.621571
20
33
1
male
no
southwest
3,929.237018
40
41.42
1
female
no
northwest
12,364.784142
18
41.14
0
male
no
southeast
5,885.875254
21
26.4
1
female
no
southwest
1,979.993573
33
35.24
0
male
no
northeast
8,409.529081
43
27.8
0
male
yes
southwest
31,312.647055