age
int64
18
64
bmi
float64
2
52.6
children
int64
0
23
sex
stringclasses
2 values
smoker
stringclasses
3 values
region
stringclasses
4 values
prediction
float64
-1,545.57
40.3k
24
31.44
3
male
N
southwest
17,107.397456
35
35.86
2
female
no
southeast
9,343.762837
30
31.57
3
male
no
southeast
7,019.444352
31
36.3
2
male
yes
southwest
31,944.782843
31
38.39
2
male
no
southeast
9,150.112479
22
39.8
0
female
no
northeast
7,138.530046
19
31.92
0
male
yes
northwest
26,973.173457
34
33.25
1
female
no
northeast
8,439.561084
22
52.58
1
male
yes
southeast
34,846.524511
49
21.3
1
female
no
southwest
7,456.141321
57
23.98
1
female
no
southeast
10,567.290065
26
22.23
0
female
no
northwest
1,873.039405
43
35.97
3
male
yes
southeast
35,494.464612
25
25.74
0
male
no
southeast
2,493.479894
26
35.42
0
male
no
southeast
6,013.511503
60
24.53
0
female
no
southeast
11,098.339302
57
31.82
0
female
no
northwest
13,072.003859
59
37.1
1
male
no
southwest
15,333.369009
37
30.78
0
female
yes
northeast
31,603.71967
21
34.87
0
female
no
southeast
4,561.823762
56
36.1
3
male
no
southwest
15,075.906906
26
31.07
0
male
no
northwest
4,834.345872
46
48.07
2
female
no
northeast
16,944.259957
55
32.77
0
male
no
northwest
12,859.69868
49
25.6
2
male
yes
southwest
32,963.455242
38
37.05
1
male
no
northeast
10,729.823913
34
34.67
0
male
no
northeast
8,474.362032
40
41.42
1
female
no
northwest
12,364.784142
60
40.92
0
male
yes
southeast
40,255.823393
34
31.92
1
female
yes
northeast
31,642.356845
49
36.85
0
male
no
southeast
12,405.995087
50
32.11
2
male
no
northeast
12,573.57396
22
23.18
0
female
no
northeast
1,536.051832
63
37.7
0
female
yes
southwest
39,807.969127
56
25.65
0
female
no
northwest
10,735.167107
35
34.32
3
male
no
southeast
9,231.327399
44
31.35
1
male
yes
northeast
34,001.379457
53
36.6
3
male
no
southwest
14,473.526065
18
21.47
0
male
no
northeast
-86.870947
32
28.93
1
male
yes
southeast
29,444.042715
34
42.9
1
male
no
southwest
10,864.113164
23
32.7
3
male
no
southwest
5,449.593937
57
22.23
0
female
no
northeast
10,209.963612
54
32.68
0
female
no
northeast
12,961.653662
47
45.32
1
female
no
southeast
15,191.088065
21
25.7
4
male
yes
southwest
26,652.402301
21
36.85
0
male
no
southeast
5,210.675323
19
24.51
1
female
no
northwest
1,268.059266
32
31.5
1
male
no
southwest
6,507.30666
53
33.25
0
female
no
northeast
12,896.820711
23
27.36
1
male
no
northwest
3,238.084171
43
30.68
2
female
no
northwest
9,940.616035
39
32.5
1
female
no
southwest
8,661.820845
49
41.47
4
female
no
southeast
15,683.069502
62
38.83
0
male
no
southeast
16,414.122515
47
26.6
2
female
no
northeast
9,963.858573
52
38.38
2
female
no
northeast
15,219.687364
47
19.57
1
male
no
northwest
6,779.550131
28
33
2
female
no
southeast
6,580.848198
45
38.28
0
female
no
northeast
12,536.590601
56
34.43
0
male
no
southeast
13,389.061052
19
30.4
0
male
no
southwest
2,370.541894
28
23.84
2
female
no
northwest
3,780.267392
33
28.27
1
female
no
southeast
5,846.000173
43
35.64
1
female
no
southeast
10,900.129339
22
33.77
0
male
no
southeast
4,429.405969
52
30.88
0
female
no
northeast
11,840.935657
45
25.18
2
female
no
northeast
8,971.235737
63
27.74
0
female
yes
northeast
37,260.326664
56
35.8
1
female
no
southwest
14,142.813265
33
35.75
1
male
yes
southeast
31,999.989625
18
29.16
0
female
no
northeast
2,523.962469
36
35.2
1
male
yes
southeast
32,585.515839
42
34.1
0
male
no
southwest
9,528.22557
30
24.4
3
male
yes
southwest
28,101.684553
27
30.4
3
female
no
northwest
6,159.897611
19
27.27
2
male
no
northwest
2,605.121801
42
24.98
2
female
no
northwest
7,762.212783
35
34.21
1
female
no
southeast
8,362.281343
21
26.4
1
female
no
southwest
1,979.993573
26
30.88
2
male
no
northwest
5,620.855855
49
29.83
1
male
no
northeast
11,122.748452
62
26.7
0
male
yes
northeast
36,634.183012
59
25.46
0
male
no
northwest
11,423.454948
49
42.68
2
female
no
southeast
15,240.393923
57
31.16
0
female
yes
northwest
36,500.65163
30
28.41
1
female
no
northwest
5,409.452983
61
23.66
0
male
no
northeast
11,701.317093
23
36.67
2
female
yes
northeast
30,842.092487
62
32.11
0
male
no
northeast
14,806.724863
50
31.82
0
male
yes
northeast
35,276.388408
51
30.03
1
male
no
southeast
11,046.254077
48
33.33
0
female
no
southeast
10,981.045289
27
24.75
0
female
yes
southeast
26,343.430227
44
30.69
2
male
no
southeast
9,895.184004
23
37.1
3
male
no
southwest
6,932.801166
47
29.37
1
female
no
southeast
9,814.461861
41
40.26
0
male
no
southeast
11,499.675042
60
28.9
0
male
no
southwest
12,400.907005
29
24.6
2
female
no
southwest
3,854.31141

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