age
int64
1
100
bmi
float64
9
100
children
int64
0
10
sex
stringclasses
2 values
smoker
stringclasses
2 values
region
stringclasses
4 values
prediction
float64
-1,226.65
47.9k
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
35
36
5
female
yes
northeast
34,975.785297
33
33.9
6
female
yes
southeast
33,521.354014
43
35.97
3
male
yes
southeast
35,494.464612
18
26.125
0
male
no
northeast
1,482.294883
42
30
0
male
yes
southwest
31,797.274963
18
21.47
0
male
no
northeast
-86.870947
56
35.8
1
female
no
southwest
14,142.813265
59
37.1
1
male
no
southwest
15,333.369009
22
39.805
0
female
no
northeast
7,140.215508
47
45.32
1
female
no
southeast
15,191.088065
25
34.485
0
female
no
northwest
5,747.132923
19
24.51
1
female
no
northwest
1,268.059266
39
32.5
1
female
no
southwest
8,661.820845
28
25.8
0
female
no
southwest
3,151.289199
46
25.745
3
male
no
northwest
9,454.678501
23
24.51
0
male
no
northeast
2,222.76894
20
33.33
0
male
no
southeast
3,767.133835
47
26.6
2
female
no
northeast
9,963.858573
52
38.38
2
female
no
northeast
15,219.687364
25
30.3
0
female
no
southwest
3,897.278565
60
28.9
0
male
no
southwest
12,400.907005
51
34.1
0
female
no
southeast
12,011.533672
21
33.63
2
female
no
northwest
5,281.573535
19
31.92
0
male
yes
northwest
26,973.173457
36
35.2
1
male
yes
southeast
32,585.515839
57
23.98
1
female
no
southeast
10,567.290065
62
38.095
2
female
no
northeast
17,693.373045
21
35.72
0
female
no
northwest
5,135.539402
19
33.11
0
female
yes
southeast
27,105.718315
29
35.5
2
male
yes
southwest
31,161.15739
41
30.59
2
male
no
northwest
9,377.734602
55
27.645
0
male
no
northwest
11,132.099351
39
32.8
0
female
no
southwest
8,337.669827
28
23.845
2
female
no
northwest
3,781.952855
30
44.22
2
male
no
southeast
10,858.386351
43
26.7
2
female
yes
southwest
31,810.994506
20
33
0
female
no
southeast
3,674.484984
22
27.1
0
female
no
southwest
2,047.655282
43
35.64
1
female
no
southeast
10,900.129339
23
37.1
3
male
no
southwest
6,932.801166
49
25.6
2
male
yes
southwest
32,963.455242
45
38.285
0
female
no
northeast
12,538.276063
46
28.05
1
female
no
southeast
9,112.523987
58
31.825
2
female
no
northeast
14,551.899921
28
27.5
2
female
no
southwest
4,574.904104
53
33.25
0
female
no
northeast
12,896.820711
20
33
1
male
no
southwest
3,929.237018
49
36.85
0
male
no
southeast
12,405.995087
51
30.03
1
male
no
southeast
11,046.254077
32
29.8
2
female
no
southwest
6,378.119797
26
27.06
0
male
yes
southeast
26,846.546625
35
34.32
3
male
no
southeast
9,231.327399
52
26.4
3
male
no
southeast
10,930.141387
30
28.405
1
female
no
northwest
5,407.76752
57
31.16
0
female
yes
northwest
36,500.65163
22
21.28
3
female
no
northwest
1,800.735008
29
22.515
3
male
no
northeast
4,367.959885
59
27.83
3
female
no
southeast
13,229.605368
19
27.265
2
male
no
northwest
2,603.436339
56
25.65
0
female
no
northwest
10,735.167107
19
22.515
0
female
no
northwest
170.280841
24
33.345
0
female
no
northwest
5,105.871708
31
38.39
2
male
no
southeast
9,150.112479
22
32.11
0
male
no
northwest
4,157.019303
32
33.63
1
male
yes
northeast
31,686.242006
47
26.125
1
female
yes
northeast
33,029.589683
50
26.41
0
male
no
northwest
9,430.91152
26
33.915
1
male
no
northwest
6,218.652966
47
29.37
1
female
no
southeast
9,814.461861
22
39.5
0
male
no
southwest
6,209.011234
19
25.745
1
female
no
northwest
1,684.368568
53
36.6
3
male
no
southwest
14,473.526065
19
30.4
0
male
no
southwest
2,370.541894
43
26.885
0
female
yes
northwest
31,461.921089
60
40.92
0
male
yes
southeast
40,255.823393
23
36.67
2
female
yes
northeast
30,842.092487
18
35.2
1
male
no
southeast
4,308.824279
22
23.18
0
female
no
northeast
1,536.051832
34
33.25
1
female
no
northeast
8,439.561084
54
47.41
0
female
yes
southeast
40,920.291512
28
17.29
0
female
no
northeast
1,092.430936
32
28.93
0
female
no
southeast
5,386.226768
46
48.07
2
female
no
northeast
16,944.259957
53
22.88
1
female
yes
southeast
32,819.71429
40
24.97
2
male
no
southeast
6,939.111784
28
31.68
0
male
yes
southeast
28,917.865626
53
36.86
3
female
yes
northwest
38,670.012704
60
24.53
0
female
no
southeast
11,098.339302
40
32.775
1
male
yes
northeast
33,453.833521
63
35.09
0
male
yes
southeast
39,061.500932
30
23.655
3
female
yes
northwest
28,308.264321
29
24.6
2
female
no
southwest
3,854.31141
37
30.8
2
female
no
southeast
8,152.025936
64
26.885
0
female
yes
northwest
36,858.410912
46
32.3
2
female
no
northeast
11,628.310413
23
27.36
1
male
no
northwest
3,238.084171
30
19.95
3
female
no
northwest
3,408.20756

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