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age
int64
18
64
bmi
float64
16.8
52.6
children
int64
0
5
sex
stringclasses
2 values
smoker
stringclasses
2 values
region
stringclasses
4 values
prediction
float64
-1,545.57
40.9k
30
30
3
male
no
southeast
6,490.209045
44
31.35
1
male
yes
northeast
34,001.379457
22
32.11
0
male
no
northwest
4,157.019303
46
42.35
3
male
yes
southeast
38,416.042211
21
25.7
4
male
yes
southwest
26,652.402301
19
30.59
0
male
no
northwest
2,873.711507
27
32.585
3
male
no
northeast
7,248.530471
25
25.74
0
male
no
southeast
2,493.479894
50
25.6
0
female
no
southwest
8,737.336217
21
34.87
0
female
no
southeast
4,561.823762
42
30
0
male
yes
southwest
31,797.274963
62
32.11
0
male
no
northeast
14,806.724863
52
37.525
2
female
no
northwest
14,560.795906
53
22.88
1
female
yes
southeast
32,819.71429
59
27.5
1
male
no
southwest
12,097.28051
18
29.165
0
female
no
northeast
2,525.647932
60
28.9
0
male
no
southwest
12,400.907005
52
30.875
0
female
no
northeast
11,839.250194
47
45.32
1
female
no
southeast
15,191.088065
23
32.7
3
male
no
southwest
5,449.593937
57
31.825
0
female
no
northwest
13,073.689322
41
33.06
2
female
no
northwest
10,228.944897
52
27.36
0
male
yes
northwest
33,916.229712
64
22.99
0
female
yes
southeast
35,258.248451
28
33
2
female
no
southeast
6,580.848198
49
25.6
2
male
yes
southwest
32,963.455242
38
40.565
1
female
no
northwest
11,562.618598
34
34.675
0
male
no
northeast
8,476.047495
32
28.93
0
female
no
southeast
5,386.226768
20
29.6
0
female
no
southwest
2,376.43525
34
31.92
1
female
yes
northeast
31,642.356845
56
35.8
1
female
no
southwest
14,142.813265
19
17.48
0
male
no
northwest
-1,545.571849
61
36.1
3
male
no
southwest
16,360.785435
31
27.645
2
male
no
northeast
6,185.917304
62
38.095
2
female
no
northeast
17,693.373045
52
26.4
3
male
no
southeast
10,930.141387
30
28.405
1
female
no
northwest
5,407.76752
51
30.03
1
male
no
southeast
11,046.254077
21
26.4
1
female
no
southwest
1,979.993573
64
40.48
0
male
no
southeast
17,484.276638
36
30.02
0
female
no
northwest
7,068.747443
29
22.515
3
male
no
northeast
4,367.959885
45
25.7
3
female
no
southwest
8,762.003294
18
29.37
1
male
no
southeast
2,343.574701
37
30.8
2
female
no
southeast
8,152.025936
23
41.91
0
male
no
southeast
7,430.315048
52
18.335
0
female
no
northwest
7,241.432267
35
35.86
2
female
no
southeast
9,343.762837
49
29.83
1
male
no
northeast
11,122.748452
23
37.1
3
male
no
southwest
6,932.801166
28
17.29
0
female
no
northeast
1,092.430936
22
27.1
0
female
no
southwest
2,047.655282
26
22.23
0
female
no
northwest
1,873.039405
29
29.64
1
male
no
northeast
5,919.18675
49
28.69
3
male
no
northwest
11,218.343184
24
33.345
0
female
no
northwest
5,105.871708
23
36.67
2
female
yes
northeast
30,842.092487
40
29.3
4
female
no
southwest
9,115.936735
57
22.23
0
female
no
northeast
10,209.963612
25
32.23
1
female
no
southeast
5,125.081032
24
35.86
0
male
no
southeast
5,647.880814
55
32.775
0
male
no
northwest
12,861.384143
20
33.33
0
male
no
southeast
3,767.133835
26
30
1
male
no
southwest
4,459.813597
18
26.315
0
female
no
northeast
1,564.934159
32
17.765
2
female
yes
northwest
26,411.461818
26
35.42
0
male
no
southeast
6,013.511503
42
34.1
0
male
no
southwest
9,528.22557
50
32.11
2
male
no
northeast
12,573.57396
35
23.465
2
female
no
northeast
5,823.364952
28
27.5
2
female
no
southwest
4,574.904104
53
20.9
0
male
yes
southeast
31,708.400562
46
25.745
3
male
no
northwest
9,454.678501
25
30.3
0
female
no
southwest
3,897.278565
33
35.75
1
male
yes
southeast
31,999.989625
45
38.285
0
female
no
northeast
12,538.276063
19
31.825
1
female
no
northwest
3,733.891284
32
31.5
1
male
no
southwest
6,507.30666
57
23.18
0
female
no
northwest
10,159.52421
32
33.63
1
male
yes
northeast
31,686.242006
34
33.25
1
female
no
northeast
8,439.561084
32
28.93
1
male
yes
southeast
29,444.042715
60
35.1
0
female
no
southwest
14,509.472519
43
26.7
2
female
yes
southwest
31,810.994506
64
25.6
2
male
no
southwest
13,166.961974
23
27.36
1
male
no
northwest
3,238.084171
51
18.05
0
female
no
northwest
6,888.385184
30
24.4
3
male
yes
southwest
28,101.684553
38
37.05
1
male
no
northeast
10,729.823913
59
37.1
1
male
no
southwest
15,333.369009
25
24.3
3
female
no
southwest
3,150.559604
21
33.63
2
female
no
northwest
5,281.573535
31
29.1
0
female
no
southwest
5,034.621738
35
34.21
1
female
no
southeast
8,362.281343
49
21.3
1
female
no
southwest
7,456.141321
49
36.85
0
male
no
southeast
12,405.995087
46
48.07
2
female
no
northeast
16,944.259957
47
25.41
1
male
yes
southeast
32,112.11252
57
31.16
0
female
yes
northwest
36,500.65163
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