age
int64
3
64
bmi
float64
3
52.6
children
int64
-1
5
sex
stringclasses
2 values
smoker
stringclasses
2 values
region
stringclasses
4 values
prediction
float64
-9,549.63
40.9k
45
25.7
3
female
no
southwest
8,762.003294
26
22.23
0
female
no
northwest
1,873.039405
32
28.93
0
female
no
southeast
5,386.226768
19
28.9
0
female
no
southwest
1,883.494758
44
38.06
1
male
no
southeast
11,954.277329
40
29.3
4
female
no
southwest
9,115.936735
51
36.385
3
female
no
northwest
14,344.813474
60
28.595
0
male
no
northeast
13,107.893131
26
30
1
male
no
southwest
4,459.813597
28
17.29
0
female
no
northeast
1,092.430936
46
28.05
1
female
no
southeast
9,112.523987
49
25.6
2
male
yes
southwest
32,963.455242
19
31.825
1
female
no
northwest
3,733.891284
30
24.4
3
male
yes
southwest
28,101.684553
21
16.815
1
female
no
northeast
-441.239183
22
39.5
0
male
no
southwest
6,209.011234
28
33
2
female
no
southeast
6,580.848198
23
28.12
0
female
no
northwest
3,087.587418
18
30.14
0
male
no
southeast
2,177.857182
59
27.83
3
female
no
southeast
13,229.605368
26
31.065
0
male
no
northwest
4,832.66041
21
26.4
1
female
no
southwest
1,979.993573
50
26.41
0
male
no
northwest
9,430.91152
49
28.69
3
male
no
northwest
11,218.343184
27
24.75
0
female
yes
southeast
26,343.430227
43
32.6
2
male
no
southwest
10,130.120015
35
30.5
1
male
no
southwest
6,941.141226
22
27.1
0
female
no
southwest
2,047.655282
43
35.97
3
male
yes
southeast
35,494.464612
19
25.745
1
female
no
northwest
1,684.368568
30
28.405
1
female
no
northwest
5,407.76752
52
26.4
3
male
no
southeast
10,930.141387
19
31.92
0
male
yes
northwest
26,973.173457
22
31.35
1
male
no
northwest
4,326.107747
48
33.33
0
female
no
southeast
10,981.045289
47
38.94
2
male
yes
southeast
37,098.253531
38
28.025
1
male
no
northeast
7,687.563632
56
25.65
0
female
no
northwest
10,735.167107
22
52.58
1
male
yes
southeast
34,846.524511
34
42.9
1
male
no
southwest
10,864.113164
61
36.1
3
male
no
southwest
16,360.785435
26
30.875
2
male
no
northwest
5,619.170392
46
48.07
2
female
no
northeast
16,944.259957
32
31.5
1
male
no
southwest
6,507.30666
42
40.37
2
female
yes
southeast
36,314.009043
33
35.75
2
male
no
southeast
8,774.139553
36
35.2
1
male
yes
southeast
32,585.515839
42
30
0
male
yes
southwest
31,797.274963
60
35.1
0
female
no
southwest
14,509.472519
39
32.5
1
female
no
southwest
8,661.820845
60
40.92
0
male
yes
southeast
40,255.823393
34
33.7
1
female
no
southwest
7,781.453378
62
38.83
0
male
no
southeast
16,414.122515
64
26.885
0
female
yes
northwest
36,858.410912
49
30.78
1
female
no
northeast
11,461.578068
39
32.34
2
male
no
southeast
9,166.508186
34
33.25
1
female
no
northeast
8,439.561084
57
23.18
0
female
no
northwest
10,159.52421
60
28.9
0
male
no
southwest
12,400.907005
35
23.465
2
female
no
northeast
5,823.364952
26
33.915
1
male
no
northwest
6,218.652966
45
38.285
0
female
no
northeast
12,538.276063
19
17.48
0
male
no
northwest
-1,545.571849
23
41.91
0
male
no
southeast
7,430.315048
37
30.78
0
female
yes
northeast
31,603.71967
43
30.685
2
female
no
northwest
9,942.301498
31
38.39
2
male
no
southeast
9,150.112479
63
31.8
0
female
no
southwest
14,167.994215
52
27.36
0
male
yes
northwest
33,916.229712
29
29.59
1
female
no
southeast
5,263.059518
60
24.53
0
female
no
southeast
11,098.339302
46
25.745
3
male
no
northwest
9,454.678501
40
35.3
3
male
no
southwest
10,694.621571
19
30.59
0
male
no
northwest
2,873.711507
31
34.39
3
male
yes
northwest
32,165.33688
54
28.88
2
female
no
northeast
12,531.259532
39
42.655
0
male
no
northeast
12,450.924589
44
39.52
0
male
no
northwest
12,308.340641
33
27.455
2
male
no
northwest
6,265.143805
53
22.88
1
female
yes
southeast
32,819.71429
27
32.585
3
male
no
northeast
7,248.530471
47
29.37
1
female
no
southeast
9,814.461861
37
30.8
2
female
no
southeast
8,152.025936
25
34.485
0
female
no
northwest
5,747.132923
35
35.86
2
female
no
southeast
9,343.762837
40
41.42
1
female
no
northwest
12,364.784142
62
32.11
0
male
no
northeast
14,806.724863
49
41.47
4
female
no
southeast
15,683.069502
25
30.3
0
female
no
southwest
3,897.278565
47
45.32
1
female
no
southeast
15,191.088065
41
33.06
2
female
no
northwest
10,228.944897
51
34.1
0
female
no
southeast
12,011.533672
21
35.72
0
female
no
northwest
5,135.539402
22
21.28
3
female
no
northwest
1,800.735008
21
34.87
0
female
no
southeast
4,561.823762
40
28.69
3
female
no
northwest
8,924.153523
54
32.68
0
female
no
northeast
12,961.653662
40
32.775
1
male
yes
northeast
33,453.833521
28
27.5
2
female
no
southwest
4,574.904104
50
28.12
3
female
no
northwest
11,301.767826