age
int64
18
64
bmi
float64
17
55
children
int64
0
8
sex
stringclasses
2 values
smoker
stringclasses
2 values
region
stringclasses
4 values
prediction
float64
-1,545.57
43.6k
33
33.44
5
male
no
southeast
9,271.292109
58
25.175
0
male
yes
northeast
35,092.214047
58
38.38
2
female
no
northeast
16,761.541599
36
17
8
male
no
northwest
6,063.440993
36
55
8
male
no
northwest
18,872.957967
33
33.44
5
male
no
southeast
9,271.292109
58
25.175
0
male
yes
northeast
35,092.214047
58
38.38
2
female
no
northeast
16,761.541599
33
33.44
5
male
no
southeast
9,271.292109
58
25.175
0
male
yes
northeast
35,092.214047
58
38.38
2
female
no
northeast
16,761.541599
45
38.7
4
male
yes
southeast
37,353.957474
30
25.46
0
male
no
northeast
4,341.836806
61
36.1
3
male
no
southwest
16,360.785435
64
25.6
2
male
no
southwest
13,166.961974
47
45.32
1
female
no
southeast
15,191.088065
19
30.59
0
male
no
northwest
2,873.711507
52
38.38
2
female
no
northeast
15,219.687364
30
19.95
3
female
no
northwest
3,408.20756
19
31.92
0
male
yes
northwest
26,973.173457
49
41.47
4
female
no
southeast
15,683.069502
34
33.25
1
female
no
northeast
8,439.561084
49
28.69
3
male
no
northwest
11,218.343184
45
38.285
0
female
no
northeast
12,538.276063
47
25.41
1
male
yes
southeast
32,112.11252
35
34.32
3
male
no
southeast
9,231.327399
49
30.78
1
female
no
northeast
11,461.578068
59
27.5
1
male
no
southwest
12,097.28051
31
34.39
3
male
yes
northwest
32,165.33688
49
22.515
0
male
no
northeast
8,231.637651
49
21.3
1
female
no
southwest
7,456.141321
29
24.6
2
female
no
southwest
3,854.31141
20
33.33
0
male
no
southeast
3,767.133835
22
52.58
1
male
yes
southeast
34,846.524511
47
19.57
1
male
no
northwest
6,779.550131
42
34.1
0
male
no
southwest
9,528.22557
39
32.34
2
male
no
southeast
9,166.508186
27
32.585
3
male
no
northeast
7,248.530471
22
39.805
0
female
no
northeast
7,140.215508
22
27.1
0
female
no
southwest
2,047.655282
24
33.345
0
female
no
northwest
5,105.871708
30
44.22
2
male
no
southeast
10,858.386351
20
33
0
female
no
southeast
3,674.484984
47
29.37
1
female
no
southeast
9,814.461861
60
28.595
0
male
no
northeast
13,107.893131
54
32.68
0
female
no
northeast
12,961.653662
63
37.7
0
female
yes
southwest
39,807.969127
62
38.095
2
female
no
northeast
17,693.373045
62
32.11
0
male
no
northeast
14,806.724863
59
27.83
3
female
no
southeast
13,229.605368
39
42.655
0
male
no
northeast
12,450.924589
52
18.335
0
female
no
northwest
7,241.432267
30
23.655
3
female
yes
northwest
28,308.264321
22
23.18
0
female
no
northeast
1,536.051832
22
32.11
0
male
no
northwest
4,157.019303
19
20.6
0
female
no
southwest
-914.373424
23
28.12
0
female
no
northwest
3,087.587418
59
37.1
1
male
no
southwest
15,333.369009
41
30.59
2
male
no
northwest
9,377.734602
40
41.42
1
female
no
northwest
12,364.784142
36
35.2
1
male
yes
southeast
32,585.515839
44
31.35
1
male
yes
northeast
34,001.379457
53
33.25
0
female
no
northeast
12,896.820711
19
27.265
2
male
no
northwest
2,603.436339
18
26.315
0
female
no
northeast
1,564.934159
47
38.94
2
male
yes
southeast
37,098.253531
34
31.92
1
female
yes
northeast
31,642.356845
48
33.33
0
female
no
southeast
10,981.045289
38
40.565
1
female
no
northwest
11,562.618598
32
28.93
0
female
no
southeast
5,386.226768
46
42.35
3
male
yes
southeast
38,416.042211
50
28.12
3
female
no
northwest
11,301.767826
57
23.98
1
female
no
southeast
10,567.290065
18
29.165
0
female
no
northeast
2,525.647932
57
31.16
0
female
yes
northwest
36,500.65163
28
17.29
0
female
no
northeast
1,092.430936
19
17.48
0
male
no
northwest
-1,545.571849
18
21.47
0
male
no
northeast
-86.870947
20
26.84
1
female
yes
southeast
25,674.402503
43
26.885
0
female
yes
northwest
31,461.921089
28
23.845
2
female
no
northwest
3,781.952855
60
28.9
0
male
no
southwest
12,400.907005
63
27.74
0
female
yes
northeast
37,260.326664
33
35.75
1
male
yes
southeast
31,999.989625
45
25.175
2
female
no
northeast
8,969.550274
53
36.6
3
male
no
southwest
14,473.526065
39
32.5
1
female
no
southwest
8,661.820845
25
24.3
3
female
no
southwest
3,150.559604
30
27.7
0
female
no
southwest
4,305.716459
36
30.02
0
female
no
northwest
7,068.747443
32
28.93
1
male
yes
southeast
29,444.042715
64
22.99
0
female
yes
southeast
35,258.248451
30
31.57
3
male
no
southeast
7,019.444352
33
27.455
2
male
no
northwest
6,265.143805
33
35.75
2
male
no
southeast
8,774.139553
43
38.06
2
male
yes
southeast
35,773.709262
57
22.23
0
female
no
northeast
10,209.963612
37
30.8
2
female
no
southeast
8,152.025936
51
30.03
1
male
no
southeast
11,046.254077
64
40.48
0
male
no
southeast
17,484.276638

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