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age
int64
bmi
float64
children
int64
sex
string
smoker
string
region
string
prediction
float64
35
30.4
2
male
no
northwest
7,771.832782
30
25.5
1
male
no
southeast
4,122.734995
59
25.46
0
male
no
northwest
11,423.454948
37
46.53
3
male
no
southeast
13,861.17887
56
35.8
1
female
no
southwest
14,142.813265
30
44.22
2
male
no
southeast
10,858.386351
31
30.495
3
female
no
northeast
7,590.501553
35
34.21
1
female
no
southeast
8,362.281343
23
36.67
2
female
yes
northeast
30,842.092487
42
40.37
2
female
yes
southeast
36,314.009043
41
40.26
0
male
no
southeast
11,499.675042
22
33.77
0
male
no
southeast
4,429.405969
52
46.75
5
female
no
southeast
18,659.124078
29
22.515
3
male
no
northeast
4,367.959885
59
37.1
1
male
no
southwest
15,333.369009
40
28.69
3
female
no
northwest
8,924.153523
39
32.5
1
female
no
southwest
8,661.820845
20
33
1
male
no
southwest
3,929.237018
23
32.7
3
male
no
southwest
5,449.593937
21
33.63
2
female
no
northwest
5,281.573535
23
24.51
0
male
no
northeast
2,222.76894
27
30.4
3
female
no
northwest
6,159.897611
43
35.97
3
male
yes
southeast
35,494.464612
19
28.6
5
female
no
southwest
3,908.76091
47
36.63
1
female
yes
southeast
35,912.882644
25
30.3
0
female
no
southwest
3,897.278565
51
33.915
0
female
no
northeast
12,607.035846
22
23.18
0
female
no
northeast
1,536.051832
22
21.28
3
female
no
northwest
1,800.735008
46
32.3
2
female
no
northeast
11,628.310413
46
28.05
1
female
no
southeast
9,112.523987
63
36.3
0
female
no
southeast
15,836.845756
19
33.1
0
male
no
southwest
3,280.691784
20
33
0
female
no
southeast
3,674.484984
20
26.84
1
female
yes
southeast
25,674.402503
49
36.85
0
male
no
southeast
12,405.995087
55
32.775
0
male
no
northwest
12,861.384143
40
35.3
3
male
no
southwest
10,694.621571
47
26.6
2
female
no
northeast
9,963.858573
23
37.1
3
male
no
southwest
6,932.801166
39
42.655
0
male
no
northeast
12,450.924589
51
34.2
1
female
no
southwest
12,318.586653
59
27.83
3
female
no
southeast
13,229.605368
60
28.9
0
male
no
southwest
12,400.907005
25
22.515
1
female
no
northwest
2,137.41386
64
37.905
0
male
no
northwest
16,903.450287
54
32.68
0
female
no
northeast
12,961.653662
35
23.465
2
female
no
northeast
5,823.364952
48
33.33
0
female
no
southeast
10,981.045289
58
27.17
0
female
no
northwest
11,761.499198
30
27.93
0
female
no
northeast
5,193.047101
52
26.4
3
male
no
southeast
10,930.141387
64
25.6
2
male
no
southwest
13,166.961974
54
28.88
2
female
no
northeast
12,531.259532
22
39.805
0
female
no
northeast
7,140.215508
19
31.825
1
female
no
northwest
3,733.891284
44
31.35
1
male
yes
northeast
34,001.379457
38
28.025
1
male
no
northeast
7,687.563632
43
29.9
1
female
no
southwest
8,813.283033
45
25.175
2
female
no
northeast
8,969.550274
25
20.8
1
female
no
southwest
1,120.178105
28
27.5
2
female
no
southwest
4,574.904104
60
40.92
0
male
yes
southeast
40,255.823393
36
26.885
0
female
no
northwest
6,011.962293
31
29.1
0
female
no
southwest
5,034.621738
53
36.6
3
male
no
southwest
14,473.526065
47
25.41
1
male
yes
southeast
32,112.11252
25
32.23
1
female
no
southeast
5,125.081032
40
41.42
1
female
no
northwest
12,364.784142
53
33.25
0
female
no
northeast
12,896.820711
18
41.14
0
male
no
southeast
5,885.875254
22
32.11
0
male
no
northwest
4,157.019303
39
32.34
2
male
no
southeast
9,166.508186
44
38.06
1
male
no
southeast
11,954.277329
42
37.18
2
male
no
southeast
11,568.963255
32
31.5
1
male
no
southwest
6,507.30666
43
26.7
2
female
yes
southwest
31,810.994506
57
22.23
0
female
no
northeast
10,209.963612
57
31.825
0
female
no
northwest
13,073.689322
28
33
2
female
no
southeast
6,580.848198
63
31.8
0
female
no
southwest
14,167.994215
47
19.57
1
male
no
northwest
6,779.550131
64
22.99
0
female
yes
southeast
35,258.248451
63
27.74
0
female
yes
northeast
37,260.326664
21
34.87
0
female
no
southeast
4,561.823762
32
33.63
1
male
yes
northeast
31,686.242006
19
17.48
0
male
no
northwest
-1,545.571849
43
35.64
1
female
no
southeast
10,900.129339
51
34.1
0
female
no
southeast
12,011.533672
35
35.86
2
female
no
southeast
9,343.762837
50
32.11
2
male
no
northeast
12,573.57396
21
25.7
4
male
yes
southwest
26,652.402301
33
35.245
0
male
no
northeast
8,411.214544
23
28.12
0
female
no
northwest
3,087.587418
41
32.2
2
male
no
southwest
9,481.331583
54
47.41
0
female
yes
southeast
40,920.291512
27
29.15
0
male
yes
southeast
27,808.045764
19
33.11
0
female
yes
southeast
27,105.718315
62
26.695
0
male
yes
northeast
36,632.49755
47
45.32
1
female
no
southeast
15,191.088065
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