age
int64 0
80
| bmi
float64 0
12k
| children
int64 0
10
| sex
stringclasses 3
values | smoker
stringclasses 3
values | region
stringclasses 5
values | prediction
float64 -4,685.21
3.82M
|
|---|---|---|---|---|---|---|
29
| 0.47
| 0
|
male
|
no
|
southeast
| -4,685.213402
|
30
| 2
| 1
|
male
|
yes
|
southeast
| 19,661.385105
|
30
| 2
| 1
|
male
|
no
|
southeast
| -3,416.379488
|
3
| 3
| 3
|
N/A
|
N/A
|
N/A
| 3,222.770218
|
3
| 3
| 3
|
N/A
|
N/A
|
N/A
| 3,222.770218
|
3
| 3
| 3
|
N/A
|
N/A
|
N/A
| 3,222.770218
|
37
| 30.8
| 2
|
female
|
no
|
southeast
| 8,134.249096
|
37
| 30.8
| 2
|
female
|
no
|
southeast
| 8,134.249096
|
37
| 30.8
| 2
|
female
|
no
|
southeast
| 8,134.249096
|
37
| 30.8
| 2
|
female
|
no
|
southeast
| 8,134.249096
|
21
| 25.7
| 4
|
male
|
yes
|
southwest
| 26,759.522604
|
60
| 36.955
| 0
|
male
|
no
|
northeast
| 15,476.060614
|
21
| 33.63
| 2
|
female
|
no
|
northwest
| 5,511.960811
|
43
| 20.045
| 2
|
female
|
yes
|
northeast
| 30,112.563628
|
61
| 36.3
| 1
|
male
|
yes
|
southwest
| 38,467.15672
|
44
| 27.5
| 1
|
female
|
no
|
southwest
| 8,466.779257
|
57
| 23.18
| 0
|
female
|
no
|
northwest
| 10,051.096703
|
44
| 43.89
| 2
|
female
|
yes
|
southeast
| 37,121.290592
|
55
| 33.535
| 2
|
female
|
no
|
northwest
| 13,920.848662
|
46
| 28.05
| 1
|
female
|
no
|
southeast
| 8,958.706626
|
46
| 25.745
| 3
|
male
|
no
|
northwest
| 9,635.735889
|
35
| 34.32
| 3
|
male
|
no
|
southeast
| 9,191.124662
|
53
| 34.105
| 0
|
male
|
yes
|
northeast
| 35,908.051059
|
23
| 36.67
| 2
|
female
|
yes
|
northeast
| 30,446.760679
|
40
| 28.69
| 3
|
female
|
no
|
northwest
| 9,186.589366
|
26
| 29.92
| 1
|
female
|
no
|
southeast
| 4,590.463916
|
48
| 35.625
| 4
|
male
|
no
|
northeast
| 14,205.69901
|
20
| 33.33
| 0
|
male
|
no
|
southeast
| 3,553.419466
|
44
| 31.35
| 1
|
male
|
yes
|
northeast
| 33,329.142095
|
22
| 39.5
| 0
|
male
|
no
|
southwest
| 6,196.008661
|
46
| 42.35
| 3
|
male
|
yes
|
southeast
| 37,558.379748
|
60
| 28.9
| 0
|
male
|
no
|
southwest
| 12,249.780756
|
54
| 32.68
| 0
|
female
|
no
|
northeast
| 12,725.889687
|
20
| 26.84
| 1
|
female
|
yes
|
southeast
| 25,197.36375
|
54
| 25.46
| 1
|
male
|
no
|
northeast
| 10,856.333218
|
58
| 27.17
| 0
|
female
|
no
|
northwest
| 11,570.926173
|
51
| 30.03
| 1
|
male
|
no
|
southeast
| 10,729.247026
|
59
| 27.83
| 3
|
female
|
no
|
southeast
| 13,181.35165
|
61
| 44
| 0
|
female
|
no
|
southwest
| 17,411.925288
|
18
| 36.85
| 0
|
female
|
no
|
southeast
| 4,280.369151
|
40
| 32.775
| 2
|
female
|
yes
|
northwest
| 33,033.239356
|
62
| 32.11
| 0
|
male
|
no
|
northeast
| 14,428.373573
|
62
| 38.83
| 0
|
male
|
no
|
southeast
| 15,731.12764
|
62
| 38.095
| 2
|
female
|
no
|
northeast
| 17,503.363729
|
18
| 30.14
| 0
|
male
|
no
|
southeast
| 2,040.340429
|
56
| 33.66
| 4
|
male
|
no
|
southeast
| 14,726.216825
|
34
| 30.8
| 0
|
male
|
yes
|
southwest
| 29,479.59936
|
26
| 31.065
| 0
|
male
|
no
|
northwest
| 4,767.983184
|
33
| 35.75
| 2
|
male
|
no
|
southeast
| 8,617.436293
|
48
| 33.33
| 0
|
female
|
no
|
southeast
| 10,604.861686
|
45
| 27.645
| 1
|
female
|
no
|
northwest
| 9,028.579983
|
18
| 38.28
| 0
|
female
|
no
|
southeast
| 4,736.112212
|
21
| 20.235
| 3
|
male
|
no
|
northeast
| 2,066.184399
|
22
| 24.3
| 0
|
female
|
no
|
southwest
| 1,453.288813
|
44
| 30.69
| 2
|
male
|
no
|
southeast
| 9,735.124925
|
55
| 35.2
| 0
|
female
|
yes
|
southeast
| 36,016.073015
|
58
| 31.825
| 2
|
female
|
no
|
northeast
| 14,512.262813
|
39
| 28.3
| 1
|
male
|
yes
|
southwest
| 30,456.909348
|
49
| 42.68
| 2
|
female
|
no
|
southeast
| 14,898.950857
|
38
| 38.39
| 3
|
male
|
yes
|
southeast
| 34,310.63628
|
56
| 28.595
| 0
|
female
|
no
|
northeast
| 11,920.415741
|
40
| 24.97
| 2
|
male
|
no
|
southeast
| 6,919.309802
|
36
| 19.855
| 0
|
female
|
no
|
northeast
| 4,170.750742
|
50
| 23.54
| 2
|
female
|
no
|
southeast
| 9,047.215997
|
41
| 32.2
| 2
|
male
|
no
|
southwest
| 9,651.511804
|
21
| 35.72
| 0
|
female
|
no
|
northwest
| 5,112.026845
|
60
| 33.11
| 3
|
male
|
no
|
southeast
| 15,010.763924
|
19
| 28.6
| 5
|
female
|
no
|
southwest
| 4,744.122792
|
18
| 30.305
| 0
|
female
|
no
|
northeast
| 3,033.387836
|
34
| 33.7
| 1
|
female
|
no
|
southwest
| 7,960.620989
|
18
| 26.315
| 0
|
female
|
no
|
northeast
| 1,761.769087
|
32
| 17.765
| 2
|
female
|
yes
|
northwest
| 26,263.844965
|
28
| 25.8
| 0
|
female
|
no
|
southwest
| 3,420.605295
|
20
| 33
| 1
|
male
|
no
|
southwest
| 4,161.037843
|
29
| 29.64
| 1
|
male
|
no
|
northeast
| 5,983.237235
|
18
| 21.565
| 0
|
male
|
yes
|
northeast
| 23,224.159781
|
18
| 29.165
| 0
|
female
|
no
|
northeast
| 2,670.068193
|
53
| 23.75
| 2
|
female
|
no
|
northeast
| 10,697.695076
|
25
| 25.74
| 0
|
male
|
no
|
southeast
| 2,375.52913
|
36
| 28.025
| 1
|
male
|
yes
|
northeast
| 30,283.774043
|
57
| 31.16
| 0
|
female
|
yes
|
northwest
| 35,672.098795
|
43
| 30.115
| 3
|
male
|
no
|
northwest
| 10,283.829026
|
39
| 42.655
| 0
|
male
|
no
|
northeast
| 12,080.233703
|
31
| 30.495
| 3
|
female
|
no
|
northeast
| 7,919.710439
|
51
| 27.74
| 1
|
male
|
no
|
northeast
| 10,838.340342
|
51
| 32.3
| 1
|
male
|
no
|
northeast
| 12,291.618913
|
26
| 30.875
| 2
|
male
|
no
|
northwest
| 5,773.449888
|
19
| 28.88
| 0
|
female
|
yes
|
northwest
| 25,513.452141
|
40
| 32.775
| 1
|
male
|
yes
|
northeast
| 32,790.448768
|
30
| 27.93
| 0
|
female
|
no
|
northeast
| 5,255.000557
|
30
| 24.13
| 1
|
male
|
no
|
northwest
| 4,083.641561
|
43
| 35.31
| 2
|
male
|
no
|
southeast
| 10,959.314862
|
46
| 19.95
| 2
|
female
|
no
|
northwest
| 7,357.393104
|
47
| 19.57
| 1
|
male
|
no
|
northwest
| 6,849.945234
|
60
| 24.53
| 0
|
female
|
no
|
southeast
| 10,778.817648
|
23
| 41.91
| 0
|
male
|
no
|
southeast
| 7,032.50999
|
43
| 32.6
| 2
|
male
|
no
|
southwest
| 10,275.413821
|
49
| 37.51
| 2
|
male
|
no
|
southeast
| 13,149.722353
|
22
| 33.77
| 0
|
male
|
no
|
southeast
| 4,190.06954
|
51
| 36.385
| 3
|
female
|
no
|
northwest
| 14,369.314876
|
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