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age
int64
18
1.33k
bmi
float64
0
64
children
int64
0
10
sex
stringclasses
2 values
smoker
stringclasses
2 values
region
stringclasses
4 values
prediction
float64
-1,545.57
348k
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
30
0
0
female
yes
southeast
18,771.316684
30
18
4
female
yes
southeast
26,540.097753
85
32
10
male
yes
southwest
47,774.203253
18
32
1
male
no
southwest
3,078.193055
33
32.9
1
male
no
southwest
7,236.211939
40
28
3
female
yes
northwest
32,342.688518
40
28
3
female
yes
northwest
32,342.688518
40
28
3
female
yes
northwest
32,342.688518
35
32
3
female
yes
northwest
32,406.180196
64
26.885
0
female
yes
northwest
36,858.410912
35
34.32
3
male
no
southeast
9,231.327399
19
31.825
1
female
no
northwest
3,733.891284
30
28.405
1
female
no
northwest
5,407.76752
45
38.285
0
female
no
northeast
12,538.276063
42
40.37
2
female
yes
southeast
36,314.009043
31
30.495
3
female
no
northeast
7,590.501553
53
33.25
0
female
no
northeast
12,896.820711
31
36.3
2
male
yes
southwest
31,944.782843
50
31.825
0
male
yes
northeast
35,278.073871
31
34.39
3
male
yes
northwest
32,165.33688
31
27.645
2
male
no
northeast
6,185.917304
30
27.7
0
female
no
southwest
4,305.716459
51
34.1
0
female
no
southeast
12,011.533672
22
33.77
0
male
no
southeast
4,429.405969
26
33.915
1
male
no
northwest
6,218.652966
27
30.4
3
female
no
northwest
6,159.897611
21
36.85
0
male
no
southeast
5,210.675323
20
33
1
male
no
southwest
3,929.237018
26
30
1
male
no
southwest
4,459.813597
39
32.8
0
female
no
southwest
8,337.669827
33
35.75
2
male
no
southeast
8,774.139553
47
29.37
1
female
no
southeast
9,814.461861
25
22.515
1
female
no
northwest
2,137.41386
30
25.46
0
male
no
northeast
4,341.836806
35
23.465
2
female
no
northeast
5,823.364952
46
42.35
3
male
yes
southeast
38,416.042211
50
25.6
0
female
no
southwest
8,737.336217
49
29.83
1
male
no
northeast
11,122.748452
30
24.4
3
male
yes
southwest
28,101.684553
33
27.455
2
male
no
northwest
6,265.143805
63
35.09
0
male
yes
southeast
39,061.500932
18
41.14
0
male
no
southeast
5,885.875254
44
30.69
2
male
no
southeast
9,895.184004
51
36.385
3
female
no
northwest
14,344.813474
62
26.695
0
male
yes
northeast
36,632.49755
47
19.57
1
male
no
northwest
6,779.550131
28
31.68
0
male
yes
southeast
28,917.865626
49
30.78
1
female
no
northeast
11,461.578068
35
30.5
1
male
no
southwest
6,941.141226
19
30.59
0
male
no
northwest
2,873.711507
32
33.63
1
male
yes
northeast
31,686.242006
18
29.37
1
male
no
southeast
2,343.574701
43
30.685
2
female
no
northwest
9,942.301498
27
24.75
0
female
yes
southeast
26,343.430227
20
26.84
1
female
yes
southeast
25,674.402503
19
28.9
0
female
no
southwest
1,883.494758
59
25.46
0
male
no
northwest
11,423.454948
27
32.585
3
male
no
northeast
7,248.530471
22
39.805
0
female
no
northeast
7,140.215508
43
38.06
2
male
yes
southeast
35,773.709262
61
21.09
0
female
no
northwest
10,482.9036
43
27.8
0
male
yes
southwest
31,312.647055
47
38.94
2
male
yes
southeast
37,098.253531
22
39.5
0
male
no
southwest
6,209.011234
49
42.68
2
female
no
southeast
15,240.393923
34
31.92
1
female
yes
northeast
31,642.356845
47
36.63
1
female
yes
southeast
35,912.882644
21
33.63
2
female
no
northwest
5,281.573535
34
34.675
0
male
no
northeast
8,476.047495
48
33.33
0
female
no
southeast
10,981.045289
31
29.1
0
female
no
southwest
5,034.621738
22
31.35
1
male
no
northwest
4,326.107747
22
23.18
0
female
no
northeast
1,536.051832
19
30.4
0
male
no
southwest
2,370.541894
54
32.68
0
female
no
northeast
12,961.653662
31
25.935
1
male
no
northwest
4,813.532931
49
28.69
3
male
no
northwest
11,218.343184
30
43.12
2
female
no
southeast
10,506.176235
52
27.36
0
male
yes
northwest
33,916.229712
43
35.97
3
male
yes
southeast
35,494.464612
19
31.92
0
male
yes
northwest
26,973.173457
43
29.9
1
female
no
southwest
8,813.283033
21
25.7
4
male
yes
southwest
26,652.402301
25
30.3
0
female
no
southwest
3,897.278565
25
25.74
0
male
no
southeast
2,493.479894
58
27.17
0
female
no
northwest
11,761.499198
39
32.34
2
male
no
southeast
9,166.508186
32
28.93
0
female
no
southeast
5,386.226768
52
26.4
3
male
no
southeast
10,930.141387
19
27.7
0
male
yes
southwest
25,111.520859
27
29.15
0
male
yes
southeast
27,808.045764
58
33.1
0
female
no
southwest
13,321.336003
60
18.335
0
female
no
northeast
9,667.91524
37
30.8
2
female
no
southeast
8,152.025936
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