age
int64
1
100
bmi
float64
17.3
52.6
children
int64
0
10
sex
stringclasses
2 values
smoker
stringclasses
2 values
region
stringclasses
4 values
prediction
float64
-3,426.24
38.7k
48
23
2
male
no
northeast
8,988.7094
48
23
1
male
no
northeast
8,563.430616
48
23
2
male
no
northeast
8,988.7094
49
23
2
male
no
northeast
9,245.685106
48
23
2
male
no
northeast
8,988.7094
48
22
2
male
no
northeast
8,651.616848
36
26.885
0
female
no
northwest
6,011.962293
19
28.9
0
female
no
southwest
1,883.494758
57
22.23
0
female
no
northeast
10,209.963612
47
29.37
1
female
no
southeast
9,814.461861
61
21.09
0
female
no
northwest
10,482.9036
22
31.35
1
male
no
northwest
4,326.107747
30
25.46
0
male
no
northeast
4,341.836806
18
26.315
0
female
no
northeast
1,564.934159
34
34.675
0
male
no
northeast
8,476.047495
25
32.23
1
female
no
southeast
5,125.081032
27
24.75
0
female
yes
southeast
26,343.430227
19
33.1
0
male
no
southwest
3,280.691784
45
25.7
3
female
no
southwest
8,762.003294
23
37.1
3
male
no
southwest
6,932.801166
58
33.1
0
female
no
southwest
13,321.336003
59
27.83
3
female
no
southeast
13,229.605368
22
27.1
0
female
no
southwest
2,047.655282
33
27.455
2
male
no
northwest
6,265.143805
61
36.1
3
male
no
southwest
16,360.785435
20
26.84
1
female
yes
southeast
25,674.402503
60
18.335
0
female
no
northeast
9,667.91524
28
25.935
1
female
no
northwest
4,061.197505
34
33.25
1
female
no
northeast
8,439.561084
33
35.75
2
male
no
southeast
8,774.139553
29
22.515
3
male
no
northeast
4,367.959885
36
29.92
0
female
no
southeast
6,747.851217
19
27.7
0
male
yes
southwest
25,111.520859
30
31.57
3
male
no
southeast
7,019.444352
33
35.75
1
male
yes
southeast
31,999.989625
22
33.77
0
male
no
southeast
4,429.405969
56
34.43
0
male
no
southeast
13,389.061052
28
25.8
0
female
no
southwest
3,151.289199
32
28.93
1
male
yes
southeast
29,444.042715
18
30.14
0
male
no
southeast
2,177.857182
39
42.655
0
male
no
northeast
12,450.924589
57
23.98
1
female
no
southeast
10,567.290065
20
33.33
0
male
no
southeast
3,767.133835
60
28.9
0
male
no
southwest
12,400.907005
54
32.68
0
female
no
northeast
12,961.653662
44
30.69
2
male
no
southeast
9,895.184004
48
22
2
male
no
northeast
8,651.616848
36
26.885
0
female
no
northwest
6,011.962293
30
25.46
0
male
no
northeast
4,341.836806
19
28.9
0
female
no
southwest
1,883.494758
18
26.315
0
female
no
northeast
1,564.934159
61
21.09
0
female
no
northwest
10,482.9036
34
34.675
0
male
no
northeast
8,476.047495
27
24.75
0
female
yes
southeast
26,343.430227
19
33.1
0
male
no
southwest
3,280.691784
58
33.1
0
female
no
southwest
13,321.336003
45
25.7
3
female
no
southwest
8,762.003294
22
31.35
1
male
no
northwest
4,326.107747
59
27.83
3
female
no
southeast
13,229.605368
22
27.1
0
female
no
southwest
2,047.655282
33
27.455
2
male
no
northwest
6,265.143805
25
32.23
1
female
no
southeast
5,125.081032
47
29.37
1
female
no
southeast
9,814.461861
57
22.23
0
female
no
northeast
10,209.963612
56
34.43
0
male
no
southeast
13,389.061052
54
32.68
0
female
no
northeast
12,961.653662
33
35.75
2
male
no
southeast
8,774.139553
61
36.1
3
male
no
southwest
16,360.785435
29
22.515
3
male
no
northeast
4,367.959885
22
33.77
0
male
no
southeast
4,429.405969
30
31.57
3
male
no
southeast
7,019.444352
20
26.84
1
female
yes
southeast
25,674.402503
19
27.7
0
male
yes
southwest
25,111.520859
23
37.1
3
male
no
southwest
6,932.801166
34
33.25
1
female
no
northeast
8,439.561084
33
35.75
1
male
yes
southeast
31,999.989625
28
25.935
1
female
no
northwest
4,061.197505
39
42.655
0
male
no
northeast
12,450.924589
28
25.8
0
female
no
southwest
3,151.289199
18
30.14
0
male
no
southeast
2,177.857182
57
23.98
1
female
no
southeast
10,567.290065
36
29.92
0
female
no
southeast
6,747.851217
44
30.69
2
male
no
southeast
9,895.184004
60
28.9
0
male
no
southwest
12,400.907005
60
18.335
0
female
no
northeast
9,667.91524
32
28.93
1
male
yes
southeast
29,444.042715
20
33.33
0
male
no
southeast
3,767.133835
48
22
2
male
no
northeast
8,651.616848
36
26.885
0
female
no
northwest
6,011.962293
30
25.46
0
male
no
northeast
4,341.836806
19
28.9
0
female
no
southwest
1,883.494758
61
21.09
0
female
no
northwest
10,482.9036
18
26.315
0
female
no
northeast
1,564.934159
34
34.675
0
male
no
northeast
8,476.047495
22
31.35
1
male
no
northwest
4,326.107747
45
25.7
3
female
no
southwest
8,762.003294
27
24.75
0
female
yes
southeast
26,343.430227
25
32.23
1
female
no
southeast
5,125.081032
19
33.1
0
male
no
southwest
3,280.691784
58
33.1
0
female
no
southwest
13,321.336003

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