age
int64
3
65
bmi
float64
3
52.6
children
int64
0
50
sex
stringclasses
2 values
smoker
stringclasses
2 values
region
stringclasses
5 values
prediction
float64
-1,545.57
64.1k
60
28.9
0
male
no
southwest
12,400.907005
53
20.9
0
male
yes
southeast
31,708.400562
25
32.23
1
female
no
southeast
5,125.081032
28
33
2
female
no
southeast
6,580.848198
27
32.585
3
male
no
northeast
7,248.530471
26
30.875
2
male
no
northwest
5,619.170392
22
23.18
0
female
no
northeast
1,536.051832
26
46.53
1
male
no
southeast
10,183.888539
19
20.6
0
female
no
southwest
-914.373424
62
32.11
0
male
no
northeast
14,806.724863
44
30.69
2
male
no
southeast
9,895.184004
58
33.1
0
female
no
southwest
13,321.336003
31
30.495
3
female
no
northeast
7,590.501553
30
31.57
3
male
no
southeast
7,019.444352
57
23.18
0
female
no
northwest
10,159.52421
19
25.175
0
male
no
northwest
1,048.355338
51
33.915
0
female
no
northeast
12,607.035846
22
27.1
0
female
no
southwest
2,047.655282
31
34.39
3
male
yes
northwest
32,165.33688
38
37.05
1
male
no
northeast
10,729.823913
33
28.27
1
female
no
southeast
5,846.000173
26
27.06
0
male
yes
southeast
26,846.546625
31
25.935
1
male
no
northwest
4,813.532931
63
36.3
0
female
no
southeast
15,836.845756
47
25.41
1
male
yes
southeast
32,112.11252
49
29.83
1
male
no
northeast
11,122.748452
46
28.05
1
female
no
southeast
9,112.523987
49
41.47
4
female
no
southeast
15,683.069502
47
29.37
1
female
no
southeast
9,814.461861
60
28.9
0
male
no
southwest
12,400.907005
53
20.9
0
male
yes
southeast
31,708.400562
25
32.23
1
female
no
southeast
5,125.081032
28
33
2
female
no
southeast
6,580.848198
27
32.585
3
male
no
northeast
7,248.530471
26
30.875
2
male
no
northwest
5,619.170392
22
23.18
0
female
no
northeast
1,536.051832
26
46.53
1
male
no
southeast
10,183.888539
19
20.6
0
female
no
southwest
-914.373424
62
32.11
0
male
no
northeast
14,806.724863
44
30.69
2
male
no
southeast
9,895.184004
58
33.1
0
female
no
southwest
13,321.336003
31
30.495
3
female
no
northeast
7,590.501553
30
31.57
3
male
no
southeast
7,019.444352
57
23.18
0
female
no
northwest
10,159.52421
19
25.175
0
male
no
northwest
1,048.355338
51
33.915
0
female
no
northeast
12,607.035846
22
27.1
0
female
no
southwest
2,047.655282
31
34.39
3
male
yes
northwest
32,165.33688
38
37.05
1
male
no
northeast
10,729.823913
33
28.27
1
female
no
southeast
5,846.000173
26
27.06
0
male
yes
southeast
26,846.546625
31
25.935
1
male
no
northwest
4,813.532931
63
36.3
0
female
no
southeast
15,836.845756
47
25.41
1
male
yes
southeast
32,112.11252
49
29.83
1
male
no
northeast
11,122.748452
46
28.05
1
female
no
southeast
9,112.523987
49
41.47
4
female
no
southeast
15,683.069502
35
32
3
female
yes
northwest
32,406.180196
33
33.44
5
male
no
southeast
9,271.292109
58
25.175
0
male
no
northeast
11,441.085192
52
38.38
2
female
no
northeast
15,219.687364
35
32
3
female
yes
northwest
32,406.180196
33
32.9
1
male
no
southhwest
7,586.426049
35
32
3
female
yes
northwest
32,406.180196
47
38.94
2
male
yes
southeast
37,098.253531
56
34.43
0
male
no
southeast
13,389.061052
18
30.14
0
male
no
southeast
2,177.857182
48
33.33
0
female
no
southeast
10,981.045289
56
25.65
0
female
no
northwest
10,735.167107
58
31.825
2
female
no
northeast
14,551.899921
31
25.935
1
male
no
northwest
4,813.532931
32
31.5
1
male
no
southwest
6,507.30666
52
37.525
2
female
no
northwest
14,560.795906
45
25.7
3
female
no
southwest
8,762.003294
63
37.7
0
female
yes
southwest
39,807.969127
39
32.5
1
female
no
southwest
8,661.820845
42
34.1
0
male
no
southwest
9,528.22557
43
26.7
2
female
yes
southwest
31,810.994506
35
23.465
2
female
no
northeast
5,823.364952
62
38.095
2
female
no
northeast
17,693.373045
33
32.9
1
male
no
southhwest
7,586.426049
35
32
3
female
yes
northwest
32,406.180196
33
32.9
1
male
no
southhwest
7,586.426049
50
32.11
2
male
no
northeast
12,573.57396
37
46.53
3
male
no
southeast
13,861.17887
35
34.21
1
female
no
southeast
8,362.281343
26
33.915
1
male
no
northwest
6,218.652966
26
30.875
2
male
no
northwest
5,619.170392
46
28.05
1
female
no
southeast
9,112.523987
57
23.18
0
female
no
northwest
10,159.52421
28
31.68
0
male
yes
southeast
28,917.865626
26
31.065
0
male
no
northwest
4,832.66041
23
36.67
2
female
yes
northeast
30,842.092487
32
28.93
1
male
yes
southeast
29,444.042715
60
18.335
0
female
no
northeast
9,667.91524
52
24.13
1
female
yes
northwest
33,271.291244
64
26.885
0
female
yes
northwest
36,858.410912
34
34.675
0
male
no
northeast
8,476.047495
43
26.885
0
female
yes
northwest
31,461.921089
52
26.4
3
male
no
southeast
10,930.141387