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age
int64
3
67
bmi
float64
5
65
children
int64
0
8
sex
stringclasses
2 values
smoker
stringclasses
2 values
region
stringclasses
4 values
prediction
float64
-3,407.41
49.7k
54
34
5
female
no
northeast
16,468.350618
34
31
3
male
yes
northeast
32,917.642293
34
31
3
male
yes
northeast
32,917.642293
34
31
3
male
yes
northeast
32,917.642293
34
31
3
male
yes
northeast
32,917.642293
34
31
3
male
yes
northeast
32,917.642293
34
31
3
male
yes
northeast
32,917.642293
34
31
3
male
yes
northeast
32,917.642293
34
31
3
male
yes
northeast
32,917.642293
34
31
3
male
yes
northeast
32,917.642293
34
31
3
male
yes
northeast
32,917.642293
34
31
3
male
yes
northeast
32,917.642293
34
31
3
male
yes
northeast
32,917.642293
34
31
3
male
yes
northeast
32,917.642293
34
31
3
male
yes
northeast
32,917.642293
34
31
3
male
yes
northeast
32,917.642293
34
31
3
male
yes
northeast
32,917.642293
34
31
3
male
yes
northeast
32,917.642293
34
31
3
male
yes
northeast
32,917.642293
34
31
3
male
yes
northeast
32,917.642293
34
31
3
male
yes
northeast
32,917.642293
34
31
3
male
yes
northeast
32,917.642293
34
31
3
male
yes
northeast
32,917.642293
34
31
3
male
yes
northeast
32,917.642293
34
31
3
male
yes
northeast
32,917.642293
34
31
3
male
yes
northeast
32,917.642293
34
31
3
male
yes
northeast
32,917.642293
34
31
3
male
yes
northeast
32,917.642293
34
31
3
male
yes
northeast
32,917.642293
34
31
3
male
yes
northeast
32,917.642293
34
31
3
male
yes
northeast
32,917.642293
34
31
3
male
yes
northeast
32,917.642293
34
31
3
male
yes
northeast
32,917.642293
34
31
3
male
yes
northeast
32,917.642293
34
31
3
male
yes
northeast
32,917.642293
34
31
3
male
yes
northeast
32,917.642293
34
31
3
male
yes
northeast
32,917.642293
34
31
3
male
yes
northeast
32,917.642293
34
31
3
male
yes
northeast
32,917.642293
34
31
3
male
yes
northeast
32,917.642293
34
31
3
male
yes
northeast
32,917.642293
34
31
3
male
yes
northeast
32,917.642293
34
31
3
male
yes
northeast
32,917.642293
34
31
3
male
yes
northeast
32,917.642293
30
28.69
3
male
yes
northwest
30,690.927006
19
30.59
0
male
no
northwest
2,753.785896
23
24.51
0
male
no
northeast
2,131.997323
40
30.875
4
male
no
northwest
10,780.620878
59
27.72
3
female
no
southeast
13,357.905458
51
32.3
1
male
no
northeast
12,718.98261
19
33.11
0
female
yes
southeast
26,766.687739
41
40.26
0
male
no
southeast
11,120.942595
49
30.9
0
male
yes
southwest
34,017.336671
39
29.6
4
male
no
southwest
9,506.191911
42
36.195
1
female
no
northwest
11,246.587485
25
20.8
1
female
no
southwest
986.8359
40
29.3
4
female
no
southwest
9,623.769013
42
41.325
1
female
no
northeast
13,382.871941
18
22.99
0
male
no
northeast
306.121838
58
49.06
0
male
no
southeast
18,562.026041
51
30.03
1
male
no
southeast
10,874.58228
32
33.82
1
male
no
northwest
7,863.144728
49
21.3
1
female
no
southwest
7,443.716151
44
32.015
2
male
no
northwest
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38
30.21
3
female
no
northwest
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42
35.97
2
male
no
southeast
11,140.820714
19
34.9
0
male
yes
southwest
27,516.478354
53
31.35
0
male
no
southeast
11,239.454786
19
25.555
1
male
no
northwest
1,651.554146
26
29.92
1
female
no
southeast
4,245.615232
32
17.765
2
female
yes
northwest
26,855.94485
38
31
1
male
no
southwest
7,897.914661
56
26.695
1
male
yes
northwest
35,610.232233
37
30.8
2
female
no
southeast
8,033.194343
62
25
0
female
no
southwest
11,498.225366
23
18.715
0
male
no
northwest
-230.062468
64
34.5
0
male
no
southwest
15,290.047214
64
36.96
2
male
yes
southeast
41,119.11931
30
28.405
1
female
no
northwest
5,458.228515
42
26.18
1
female
no
southeast
7,167.257403
28
33
2
female
no
southeast
6,422.448631
37
26.4
0
female
yes
southeast
29,203.906944
46
38.17
2
male
no
southeast
12,935.600697
30
39.05
3
female
yes
southeast
33,486.616627
19
24.605
1
female
no
northwest
1,286.485074
45
30.495
1
female
yes
northwest
33,976.245467
28
26.51
2
female
no
southeast
4,219.017159
38
40.565
1
female
no
northwest
11,682.399917
53
37.43
1
female
no
northwest
14,547.483202
19
28.3
0
female
yes
southwest
25,233.167708
40
32.3
2
male
no
northwest
10,050.005014
49
25.84
2
male
yes
northwest
34,093.415131
24
33.99
0
female
no
southeast
4,496.291082
36
27.74
0
female
no
northeast
6,591.6132
30
27.93
0
female
no
northeast
5,084.339349
57
23.18
0
female
no
northwest
10,150.084275
49
37.51
2
male
no
southeast
13,497.413465
44
37.1
2
male
no
southwest
12,147.927705
44
30.69
2
male
no
southeast
9,872.125529
21
35.53
0
male
no
southeast
4,275.781561

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