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age
int64
3
64
bmi
float64
1.96
52.6
children
int64
0
5
sex
stringclasses
2 values
smoker
stringclasses
2 values
region
stringclasses
4 values
prediction
float64
-914.37
40.9k
25
1.96
2
female
yes
northwest
19,284.884094
37
26
2
male
no
southeast
6,515.389995
33
32.9
1
male
no
southeast
7,388.146997
33
27.45
2
male
no
northwest
6,263.458342
52
27.36
0
male
yes
northwest
33,916.229712
49
28.69
3
male
no
northwest
11,218.343184
19
20.6
0
female
no
southwest
-914.373424
29
24.6
2
female
no
southwest
3,854.31141
51
36.38
3
female
no
northwest
14,343.128011
34
34.67
0
male
no
northeast
8,474.362032
32
28.93
1
male
yes
southeast
29,444.042715
22
21.28
3
female
no
northwest
1,800.735008
23
32.7
3
male
no
southwest
5,449.593937
21
34.87
0
female
no
southeast
4,561.823762
27
32.59
3
male
no
northeast
7,250.215934
50
26.41
0
male
no
northwest
9,430.91152
20
33.33
0
male
no
southeast
3,767.133835
41
34.2
2
male
no
northwest
10,594.638715
47
29.37
1
female
no
southeast
9,814.461861
30
28.41
1
female
no
northwest
5,409.452983
36
30.02
0
female
no
northwest
7,068.747443
42
30
0
male
yes
southwest
31,797.274963
36
26.89
0
female
no
northwest
6,013.647755
26
30.88
2
male
no
northwest
5,620.855855
45
25.7
3
female
no
southwest
8,762.003294
64
40.48
0
male
no
southeast
17,484.276638
22
27.1
0
female
no
southwest
2,047.655282
64
22.99
0
female
yes
southeast
35,258.248451
62
38.09
2
female
no
northeast
17,691.687582
58
32.4
1
female
no
northeast
14,320.449355
26
33.91
1
male
no
northwest
6,216.967504
44
38.95
0
female
yes
northwest
35,785.918434
38
28.02
1
male
no
northeast
7,685.878169
63
27.74
0
female
yes
northeast
37,260.326664
48
40.15
0
male
no
southeast
13,261.424802
39
42.66
0
male
no
northeast
12,452.610052
41
30.59
2
male
no
northwest
9,377.734602
48
33.33
0
female
no
southeast
10,981.045289
53
36.6
3
male
no
southwest
14,473.526065
59
25.46
0
male
no
northwest
11,423.454948
26
30
1
male
no
southwest
4,459.813597
51
34.1
0
female
no
southeast
12,011.533672
53
36.86
3
female
yes
northwest
38,670.012704
31
29.1
0
female
no
southwest
5,034.621738
19
30.59
0
male
no
northwest
2,873.711507
26
22.23
0
female
no
northwest
1,873.039405
47
36.63
1
female
yes
southeast
35,912.882644
56
25.65
0
female
no
northwest
10,735.167107
24
35.86
0
male
no
southeast
5,647.880814
62
38.83
0
male
no
southeast
16,414.122515
57
23.98
1
female
no
southeast
10,567.290065
45
39.8
0
male
no
northeast
13,030.379588
47
25.41
1
male
yes
southeast
32,112.11252
60
28.59
0
male
no
northeast
13,106.207668
29
29.59
1
female
no
southeast
5,263.059518
59
35.2
0
female
no
southeast
14,438.141126
25
20.8
1
female
no
southwest
1,120.178105
51
18.05
0
female
no
northwest
6,888.385184
53
20.9
0
male
yes
southeast
31,708.400562
33
35.75
1
male
yes
southeast
31,999.989625
22
33.77
0
male
no
southeast
4,429.405969
25
32.23
1
female
no
southeast
5,125.081032
47
26.12
1
female
yes
northeast
33,027.90422
37
46.53
3
male
no
southeast
13,861.17887
51
33.91
0
female
no
northeast
12,605.350384
23
36.67
2
female
yes
northeast
30,842.092487
27
30.4
3
female
no
northwest
6,159.897611
64
37.91
0
male
no
northwest
16,905.135749
62
26.7
0
male
yes
northeast
36,634.183012
61
21.09
0
female
no
northwest
10,482.9036
30
44.22
2
male
no
southeast
10,858.386351
30
24.4
3
male
yes
southwest
28,101.684553
40
41.42
1
female
no
northwest
12,364.784142
63
36.3
0
female
no
southeast
15,836.845756
58
27.17
0
female
no
northwest
11,761.499198
50
28.12
3
female
no
northwest
11,301.767826
38
40.56
1
female
no
northwest
11,560.933136
55
27.64
0
male
no
northwest
11,130.413888
42
34.1
0
male
no
southwest
9,528.22557
28
23.84
2
female
no
northwest
3,780.267392
19
25.75
1
female
no
northwest
1,686.05403
46
48.07
2
female
no
northeast
16,944.259957
23
28.12
0
female
no
northwest
3,087.587418
54
47.41
0
female
yes
southeast
40,920.291512
40
35.3
3
male
no
southwest
10,694.621571
28
25.93
1
female
no
northwest
4,059.512042
22
39.5
0
male
no
southwest
6,209.011234
21
33.63
2
female
no
northwest
5,281.573535
56
34.43
0
male
no
southeast
13,389.061052
27
29.15
0
male
yes
southeast
27,808.045764
43
26.7
2
female
yes
southwest
31,810.994506
54
32.68
0
female
no
northeast
12,961.653662
61
23.66
0
male
no
northeast
11,701.317093
56
35.8
1
female
no
southwest
14,142.813265
31
27.64
2
male
no
northeast
6,184.231842
20
33
1
male
no
southwest
3,929.237018
25
25.74
0
male
no
southeast
2,493.479894
37
30.78
0
female
yes
northeast
31,603.71967
20
26.84
1
female
yes
southeast
25,674.402503
40
28.69
3
female
no
northwest
8,924.153523
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