age
int64
18
64
bmi
float64
17.5
52.6
children
int64
0
4
sex
stringclasses
2 values
smoker
stringclasses
2 values
region
stringclasses
4 values
prediction
float64
1.62k
48.1k
25
34.485
0
female
no
northwest
4,683.598064
23
37.1
3
male
no
southwest
4,748.376125
26
35.42
0
male
no
southeast
3,182.959964
41
33.06
2
female
no
northwest
8,006.3534
22
23.18
0
female
no
northeast
2,622.851453
28
33
2
female
no
southeast
5,305.449021
19
27.7
0
male
yes
southwest
17,247.934409
32
17.765
2
female
yes
northwest
17,068.703174
44
39.52
0
male
no
northwest
9,272.548759
31
29.1
0
female
no
southwest
4,729.447079
33
27.455
2
male
no
northwest
6,742.505191
59
27.83
3
female
no
southeast
14,656.896008
49
22.515
0
male
no
northeast
9,391.78682
18
41.14
0
male
no
southeast
2,089.155364
22
39.5
0
male
no
southwest
2,845.312454
64
26.885
0
female
yes
northwest
27,474.326031
27
32.585
3
male
no
northeast
7,760.12047
20
26.84
1
female
yes
southeast
19,336.833652
24
33.345
0
female
no
northwest
5,530.348016
30
25
1
female
yes
southwest
19,354.831879
20
33
1
male
no
southwest
4,327.851176
26
27.06
0
male
yes
southeast
19,120.331347
19
30.4
0
male
no
southwest
2,830.988729
35
35.86
2
female
no
southeast
6,952.401672
43
26.7
2
female
yes
southwest
24,888.044334
40
32.775
1
male
yes
northeast
40,100.949904
52
18.335
0
female
no
northwest
10,849.665677
42
30
0
male
yes
southwest
34,861.646841
40
29.3
4
female
no
southwest
7,902.395384
52
26.4
3
male
no
southeast
13,990.719642
20
33
1
male
no
southwest
4,327.851176
26
27.06
0
male
yes
southeast
19,120.331347
19
30.4
0
male
no
southwest
2,830.988729
35
35.86
2
female
no
southeast
6,952.401672
43
26.7
2
female
yes
southwest
24,888.044334
40
32.775
1
male
yes
northeast
40,100.949904
52
18.335
0
female
no
northwest
10,849.665677
42
30
0
male
yes
southwest
34,861.646841
40
29.3
4
female
no
southwest
7,902.395384
52
26.4
3
male
no
southeast
13,990.719642
43
35.64
1
female
no
southeast
9,972.632972
32
29.8
2
female
no
southwest
5,622.944812
45
25.7
3
female
no
southwest
10,459.575309
29
22.515
3
male
no
northeast
7,372.065432
50
28.12
3
female
no
northwest
12,524.888209
25
22.515
1
female
no
northwest
5,595.670078
57
23.18
0
female
no
northwest
11,950.096374
63
27.74
0
female
yes
northeast
27,098.174089
21
25.7
4
male
yes
southwest
18,727.459235
58
32.395
1
female
no
northeast
12,734.35743
62
38.095
2
female
no
northeast
20,683.267943
49
28.69
3
male
no
northwest
11,736.638745
31
27.645
2
male
no
northeast
6,162.919816
19
24.51
1
female
no
northwest
4,129.700093
18
21.47
0
male
no
northeast
1,931.955297
56
35.8
1
female
no
southwest
12,129.945708
33
28.27
1
female
no
southeast
5,307.400078
21
33.63
2
female
no
northwest
10,067.52953
52
27.36
0
male
yes
northwest
26,294.133835
28
23.845
2
female
no
northwest
6,406.728994
59
27.5
1
male
no
southwest
14,714.973293
25
25.74
0
male
no
southeast
2,968.589434
19
22.515
0
female
no
northwest
1,996.486706
60
18.335
0
female
no
northeast
14,398.90795
34
34.675
0
male
no
northeast
6,017.316368
30
31.57
3
male
no
southeast
5,746.675184
37
30.8
2
female
no
southeast
7,319.739061
54
32.68
0
female
no
northeast
12,466.098924
48
40.15
0
male
no
southeast
10,179.200147
49
29.83
1
male
no
northeast
10,610.505633
43
26.885
0
female
yes
northwest
24,609.178244
20
33
0
female
no
southeast
2,910.016007
23
32.7
3
male
no
southwest
5,320.187572
42
40.37
2
female
yes
southeast
44,588.046159
34
33.7
1
female
no
southwest
6,535.920148
47
26.125
1
female
yes
northeast
26,312.862589
53
36.86
3
female
yes
northwest
48,106.115274
47
38.94
2
male
yes
southeast
45,297.375974
25
32.23
1
female
no
southeast
4,156.150391
63
31.8
0
female
no
southwest
14,094.106529
29
35.5
2
male
yes
southwest
40,664.065618
20
29.6
0
female
no
southwest
2,397.48409
30
19.95
3
female
no
northwest
6,153.869183
19
25.175
0
male
no
northwest
1,617.28216
36
26.885
0
female
no
northwest
5,114.936355
42
37.18
2
male
no
southeast
8,700.484117
19
17.48
0
male
no
northwest
1,892.562167
49
42.68
2
female
no
southeast
10,164.721071
54
47.41
0
female
yes
southeast
46,897.469465
36
29.92
0
female
no
southeast
5,016.821934
30
24.4
3
male
yes
southwest
19,092.580401
43
38.06
2
male
yes
southeast
45,101.497713
19
30.59
0
male
no
northwest
3,355.29345
22
32.11
0
male
no
northwest
2,374.2308
23
27.36
1
male
no
northwest
6,257.585603
22
52.58
1
male
yes
southeast
39,211.057829
61
23.655
0
male
no
northeast
14,341.900672
64
40.48
0
male
no
southeast
14,275.397842
42
34.1
0
male
no
southwest
7,029.880511
46
28.05
1
female
no
southeast
10,005.630494