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age
int64
18
140
bmi
float64
0
52.6
children
int64
0
140
sex
stringclasses
2 values
smoker
stringclasses
2 values
region
stringclasses
4 values
prediction
float64
-1,545.57
117k
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
38
40
1
male
no
southeast
11,066.382645
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
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
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
33
32.9
1
male
no
southeast
7,388.146997
26
31.065
0
male
no
northwest
4,832.66041
18
29.37
1
male
no
southeast
2,343.574701
47
29.37
1
female
no
southeast
9,814.461861
28
17.29
0
female
no
northeast
1,092.430936
34
34.675
0
male
no
northeast
8,476.047495
36
35.2
1
male
yes
southeast
32,585.515839
53
20.9
0
male
yes
southeast
31,708.400562
49
28.69
3
male
no
northwest
11,218.343184
55
27.645
0
male
no
northwest
11,132.099351
25
34.485
0
female
no
northwest
5,747.132923
41
40.26
0
male
no
southeast
11,499.675042
52
46.75
5
female
no
southeast
18,659.124078
47
25.41
1
male
yes
southeast
32,112.11252
25
32.23
1
female
no
southeast
5,125.081032
59
25.46
0
male
no
northwest
11,423.454948
57
31.16
0
female
yes
northwest
36,500.65163
60
35.1
0
female
no
southwest
14,509.472519
64
25.6
2
male
no
southwest
13,166.961974
18
41.14
0
male
no
southeast
5,885.875254
46
28.05
1
female
no
southeast
9,112.523987
43
29.9
1
female
no
southwest
8,813.283033
41
30.59
2
male
no
northwest
9,377.734602
43
26.7
2
female
yes
southwest
31,810.994506
30
44.22
2
male
no
southeast
10,858.386351
48
40.15
0
male
no
southeast
13,261.424802
21
26.4
1
female
no
southwest
1,979.993573
33
35.245
0
male
no
northeast
8,411.214544
26
29.92
1
female
no
southeast
4,603.372943
52
27.36
0
male
yes
northwest
33,916.229712
39
32.8
0
female
no
southwest
8,337.669827
64
40.48
0
male
no
southeast
17,484.276638
33
35.75
2
male
no
southeast
8,774.139553
52
18.335
0
female
no
northwest
7,241.432267
19
30.59
0
male
no
northwest
2,873.711507
33
28.27
1
female
no
southeast
5,846.000173
19
27.265
2
male
no
northwest
2,603.436339
18
29.165
0
female
no
northeast
2,525.647932
23
32.7
3
male
no
southwest
5,449.593937
21
16.815
1
female
no
northeast
-441.239183
44
39.52
0
male
no
northwest
12,308.340641
41
33.06
2
female
no
northwest
10,228.944897
50
32.11
2
male
no
northeast
12,573.57396
19
28.9
0
female
no
southwest
1,883.494758
22
23.18
0
female
no
northeast
1,536.051832
54
32.68
0
female
no
northeast
12,961.653662
42
24.985
2
female
no
northwest
7,763.898246
40
29.3
4
female
no
southwest
9,115.936735
26
30.875
2
male
no
northwest
5,619.170392
22
39.5
0
male
no
southwest
6,209.011234
52
37.525
2
female
no
northwest
14,560.795906
44
38.95
0
female
yes
northwest
35,785.918434
45
38.285
0
female
no
northeast
12,538.276063
55
32.775
0
male
no
northwest
12,861.384143
51
34.2
1
female
no
southwest
12,318.586653
41
34.2
2
male
no
northwest
10,594.638715
38
37.05
1
male
no
northeast
10,729.823913
19
30.4
0
male
no
southwest
2,370.541894
30
28.405
1
female
no
northwest
5,407.76752
64
37.905
0
male
no
northwest
16,903.450287
37
30.8
2
female
no
southeast
8,152.025936
19
31.825
1
female
no
northwest
3,733.891284
62
32.11
0
male
no
northeast
14,806.724863
22
32.11
0
male
no
northwest
4,157.019303
27
24.75
0
female
yes
southeast
26,343.430227
32
29.8
2
female
no
southwest
6,378.119797
22
39.805
0
female
no
northeast
7,140.215508
37
30.78
0
female
yes
northeast
31,603.71967
52
30.875
0
female
no
northeast
11,839.250194
21
34.87
0
female
no
southeast
4,561.823762
18
35.2
1
male
no
southeast
4,308.824279
27
32.585
3
male
no
northeast
7,248.530471
49
30.78
1
female
no
northeast
11,461.578068
58
32.395
1
female
no
northeast
14,318.763892
60
28.9
0
male
no
southwest
12,400.907005
51
30.03
1
male
no
southeast
11,046.254077
36
29.92
0
female
no
southeast
6,747.851217
28
23.845
2
female
no
northwest
3,781.952855
38
40.565
1
female
no
northwest
11,562.618598
18
21.47
0
male
no
northeast
-86.870947
45
25.175
2
female
no
northeast
8,969.550274
43
26.885
0
female
yes
northwest
31,461.921089
59
35.2
0
female
no
southeast
14,438.141126
42
37.18
2
male
no
southeast
11,568.963255
50
26.41
0
male
no
northwest
9,430.91152
62
38.83
0
male
no
southeast
16,414.122515
64
26.885
0
female
yes
northwest
36,858.410912
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