age
int64
18
65
bmi
float64
17.3
52.6
children
int64
0
5
sex
stringclasses
2 values
smoker
stringclasses
2 values
region
stringclasses
5 values
prediction
float64
-1,545.57
46.2k
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
32
33
3
female
no
northwest
8,321.216775
45
32
5
female
yes
northwest
35,826.494822
33
32.9
1
male
no
southhwest
7,586.426049
35
32
3
female
yes
northwest
32,406.180196
26
31.065
0
male
no
northwest
4,832.66041
44
38.06
1
male
no
southeast
11,954.277329
47
45.32
1
female
no
southeast
15,191.088065
53
20.9
0
male
yes
southeast
31,708.400562
36
30.02
0
female
no
northwest
7,068.747443
63
31.8
0
female
no
southwest
14,167.994215
37
30.8
2
female
no
southeast
8,152.025936
19
17.48
0
male
no
northwest
-1,545.571849
59
37.1
1
male
no
southwest
15,333.369009
28
31.68
0
male
yes
southeast
28,917.865626
26
33.915
1
male
no
northwest
6,218.652966
54
47.41
0
female
yes
southeast
40,920.291512
25
24.3
3
female
no
southwest
3,150.559604
31
34.39
3
male
yes
northwest
32,165.33688
18
41.14
0
male
no
southeast
5,885.875254
49
28.69
3
male
no
northwest
11,218.343184
32
33.63
1
male
yes
northeast
31,686.242006
31
27.645
2
male
no
northeast
6,185.917304
30
25.46
0
male
no
northeast
4,341.836806
22
32.11
0
male
no
northwest
4,157.019303
25
23.9
5
male
no
southwest
3,847.688459
30
28.405
1
female
no
northwest
5,407.76752
50
25.6
0
female
no
southwest
8,737.336217
53
36.6
3
male
no
southwest
14,473.526065
46
48.07
2
female
no
northeast
16,944.259957
39
32.8
0
female
no
southwest
8,337.669827
35
35.86
2
female
no
southeast
9,343.762837
52
24.13
1
female
yes
northwest
33,271.291244
34
31.92
1
female
yes
northeast
31,642.356845
61
36.1
3
male
no
southwest
16,360.785435
42
40.37
2
female
yes
southeast
36,314.009043
42
30
0
male
yes
southwest
31,797.274963
51
34.2
1
female
no
southwest
12,318.586653
52
30.875
0
female
no
northeast
11,839.250194
24
35.86
0
male
no
southeast
5,647.880814
45
25.175
2
female
no
northeast
8,969.550274
62
21.4
0
male
no
southwest
10,386.664277
64
26.885
0
female
yes
northwest
36,858.410912
20
33
0
female
no
southeast
3,674.484984
19
20.6
0
female
no
southwest
-914.373424
40
28.69
3
female
no
northwest
8,924.153523
52
27.36
0
male
yes
northwest
33,916.229712
25
32.23
1
female
no
southeast
5,125.081032
32
28.93
1
male
yes
southeast
29,444.042715
60
40.92
0
male
yes
southeast
40,255.823393
43
38.06
2
male
yes
southeast
35,773.709262
61
23.655
0
male
no
northeast
11,699.63163
32
31.5
1
male
no
southwest
6,507.30666
27
32.585
3
male
no
northeast
7,248.530471
43
30.685
2
female
no
northwest
9,942.301498
31
38.39
2
male
no
southeast
9,150.112479
35
23.465
2
female
no
northeast
5,823.364952
26
46.53
1
male
no
southeast
10,183.888539
25
34.485
0
female
no
northwest
5,747.132923
28
23.845
2
female
no
northwest
3,781.952855
59
27.5
1
male
no
southwest
12,097.28051
38
40.565
1
female
no
northwest
11,562.618598
51
18.05
0
female
no
northwest
6,888.385184
50
26.41
0
male
no
northwest
9,430.91152
44
30.69
2
male
no
southeast
9,895.184004
30
43.12
2
female
no
southeast
10,506.176235
52
46.75
5
female
no
southeast
18,659.124078
36
29.92
0
female
no
southeast
6,747.851217
41
32.2
2
male
no
southwest
9,481.331583
36
35.2
1
male
yes
southeast
32,585.515839
51
33.915
0
female
no
northeast
12,607.035846
28
33
2
female
no
southeast
6,580.848198
36
26.885
0
female
no
northwest
6,011.962293
64
37.905
0
male
no
northwest
16,903.450287
35
34.21
1
female
no
southeast
8,362.281343
26
30
1
male
no
southwest
4,459.813597
46
42.35
3
male
yes
southeast
38,416.042211
51
36.385
3
female
no
northwest
14,344.813474
41
33.06
2
female
no
northwest
10,228.944897
18
29.37
1
male
no
southeast
2,343.574701
23
37.1
3
male
no
southwest
6,932.801166
62
32.11
0
male
no
northeast
14,806.724863
33
27.455
2
male
no
northwest
6,265.143805
33
28.27
1
female
no
southeast
5,846.000173
26
22.23
0
female
no
northwest
1,873.039405
28
25.8
0
female
no
southwest
3,151.289199
41
40.26
0
male
no
southeast
11,499.675042
23
24.51
0
male
no
northeast
2,222.76894
55
32.775
0
male
no
northwest
12,861.384143
60
24.53
0
female
no
southeast
11,098.339302
30
27.7
0
female
no
southwest
4,305.716459
53
22.88
1
female
yes
southeast
32,819.71429
38
28.025
1
male
no
northeast
7,687.563632
20
33
1
male
no
southwest
3,929.237018
64
22.99
0
female
yes
southeast
35,258.248451
19
33.11
0
female
yes
southeast
27,105.718315
53
33.25
0
female
no
northeast
12,896.820711
47
26.6
2
female
no
northeast
9,963.858573
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