age
int64
3
82
bmi
float64
3
52.6
children
int64
0
10
sex
stringclasses
2 values
smoker
stringclasses
2 values
region
stringclasses
5 values
prediction
float64
-5,191.67
42.7k
49
22.515
0
male
no
northeast
8,231.637651
19
30.59
0
male
no
northwest
2,873.711507
59
37.1
1
male
no
southwest
15,333.369009
32
28.93
1
male
yes
southeast
29,444.042715
59
27.83
3
female
no
southeast
13,229.605368
23
41.91
0
male
no
southeast
7,430.315048
18
26.125
0
male
no
northeast
1,482.294883
20
29.6
0
female
no
southwest
2,376.43525
26
31.065
0
male
no
northwest
4,832.66041
60
24.53
0
female
no
southeast
11,098.339302
21
33.63
2
female
no
northwest
5,281.573535
47
36.63
1
female
yes
southeast
35,912.882644
22
32.11
0
male
no
northwest
4,157.019303
59
27.5
1
male
no
southwest
12,097.28051
22
33.77
0
male
no
southeast
4,429.405969
59
25.46
0
male
no
northwest
11,423.454948
54
32.68
0
female
no
northeast
12,961.653662
37
30.8
2
female
no
southeast
8,152.025936
51
34.1
0
female
no
southeast
12,011.533672
23
24.51
0
male
no
northeast
2,222.76894
51
36.385
3
female
no
northwest
14,344.813474
33
27.455
2
male
no
northwest
6,265.143805
63
37.7
0
female
yes
southwest
39,807.969127
19
25.745
1
female
no
northwest
1,684.368568
31
38.39
2
male
no
southeast
9,150.112479
47
19.57
1
male
no
northwest
6,779.550131
23
36.67
2
female
yes
northeast
30,842.092487
38
37.05
1
male
no
northeast
10,729.823913
43
38.06
2
male
yes
southeast
35,773.709262
55
32.775
0
male
no
northwest
12,861.384143
27
32.585
3
male
no
northeast
7,248.530471
20
33
1
male
no
southwest
3,929.237018
45
39.805
0
male
no
northeast
13,032.065051
32
29.8
2
female
no
southwest
6,378.119797
23
32.7
3
male
no
southwest
5,449.593937
48
33.33
0
female
no
southeast
10,981.045289
57
23.18
0
female
no
northwest
10,159.52421
43
32.6
2
male
no
southwest
10,130.120015
30
27.7
0
female
no
southwest
4,305.716459
26
30.875
2
male
no
northwest
5,619.170392
36
30.02
0
female
no
northwest
7,068.747443
45
50
8
male
yes
southwest
42,712.283388
45
50
8
male
no
southwest
19,061.154532
20
50
8
male
yes
southwest
36,287.890742
20
50
8
male
no
southwest
12,636.761886
33
32.9
1
male
no
southeast
7,388.146997
22
23.18
0
female
no
northeast
1,536.051832
23
36.67
2
female
yes
northeast
30,842.092487
22
39.5
0
male
no
southwest
6,209.011234
38
28.025
1
male
no
northeast
7,687.563632
33
35.245
0
male
no
northeast
8,411.214544
26
33.915
1
male
no
northwest
6,218.652966
60
28.9
0
male
no
southwest
12,400.907005
51
34.1
0
female
no
southeast
12,011.533672
48
40.15
0
male
no
southeast
13,261.424802
26
46.53
1
male
no
southeast
10,183.888539
47
36.63
1
female
yes
southeast
35,912.882644
43
26.885
0
female
yes
northwest
31,461.921089
19
27.265
2
male
no
northwest
2,603.436339
26
30.875
2
male
no
northwest
5,619.170392
18
41.14
0
male
no
southeast
5,885.875254
27
24.75
0
female
yes
southeast
26,343.430227
52
46.75
5
female
no
southeast
18,659.124078
43
26.7
2
female
yes
southwest
31,810.994506
26
35.42
0
male
no
southeast
6,013.511503
41
32.2
2
male
no
southwest
9,481.331583
24
33.345
0
female
no
northwest
5,105.871708
40
35.3
3
male
no
southwest
10,694.621571
42
37.18
2
male
no
southeast
11,568.963255
47
38.94
2
male
yes
southeast
37,098.253531
19
17.48
0
male
no
northwest
-1,545.571849
20
33
0
female
no
southeast
3,674.484984
44
30.69
2
male
no
southeast
9,895.184004
18
35.2
1
male
no
southeast
4,308.824279
63
27.74
0
female
yes
northeast
37,260.326664
29
29.59
1
female
no
southeast
5,263.059518
41
30.59
2
male
no
northwest
9,377.734602
53
36.86
3
female
yes
northwest
38,670.012704
43
35.64
1
female
no
southeast
10,900.129339
58
27.17
0
female
no
northwest
11,761.499198
24
35.86
0
male
no
southeast
5,647.880814
30
27.7
0
female
no
southwest
4,305.716459
21
16.815
1
female
no
northeast
-441.239183
43
29.9
1
female
no
southwest
8,813.283033
35
35.86
2
female
no
southeast
9,343.762837
63
36.3
0
female
no
southeast
15,836.845756
43
32.6
2
male
no
southwest
10,130.120015
48
33.33
0
female
no
southeast
10,981.045289
54
47.41
0
female
yes
southeast
40,920.291512
52
24.13
1
female
yes
northwest
33,271.291244
49
42.68
2
female
no
southeast
15,240.393923
56
34.43
0
male
no
southeast
13,389.061052
28
31.68
0
male
yes
southeast
28,917.865626
51
30.03
1
male
no
southeast
11,046.254077
19
30.59
0
male
no
northwest
2,873.711507
43
27.8
0
male
yes
southwest
31,312.647055
40
29.3
4
female
no
southwest
9,115.936735
19
31.92
0
male
yes
northwest
26,973.173457
41
34.2
2
male
no
northwest
10,594.638715
27
30.4
3
female
no
northwest
6,159.897611