age
int64
18
65
bmi
float64
17.3
47.7
children
int64
0
7
sex
stringclasses
2 values
smoker
stringclasses
2 values
region
stringclasses
4 values
prediction
float64
-1,406.36
39.8k
33
33.44
4
male
no
southeast
8,392.193508
62
25.1
2
male
no
southwest
12,274.979533
65
26.7
2
female
no
southwest
13,754.94532
55
23
7
female
yes
northwest
36,727.809901
55
23
7
female
no
northwest
13,166.460408
33
33.44
4
male
no
southeast
8,392.193508
62
25.1
2
male
no
southwest
12,274.979533
65
26.7
2
female
no
southwest
13,754.94532
25
31
3
female
no
southwest
5,456.599325
25
24
3
female
no
southwest
3,047.164113
25
24
0
female
no
southwest
1,566.828813
25
24
0
male
no
southwest
1,407.981529
25
24
0
male
yes
southwest
24,969.331022
25
24
0
male
yes
northeast
25,969.035056
25
24
0
male
no
northeast
2,407.685562
25
24
0
male
no
southeast
1,114.743076
55
24
0
male
no
southeast
8,818.64762
33
33.44
4
male
no
southeast
8,392.193508
62
25.1
2
male
no
southwest
12,274.979533
65
26.7
2
female
no
southwest
13,754.94532
62
23.5
2
male
no
southwest
11,724.251485
62
24.7
2
male
no
southwest
12,137.297521
22
24.7
2
male
no
southwest
1,865.424796
46
38.17
2
male
no
southeast
12,371.751736
53
26.41
2
male
no
northeast
11,414.420793
44
27.645
0
female
no
northwest
8,486.412073
33
42.4
5
male
no
southwest
12,262.954132
20
35.31
1
male
no
southeast
4,217.162978
33
42.46
1
male
no
southeast
10,016.587581
59
41.14
1
male
yes
southeast
39,800.303705
37
29.64
0
male
no
northwest
7,216.676098
42
37.9
0
female
no
southwest
10,716.824642
27
30.3
3
male
no
southwest
5,570.402157
26
29.64
4
female
no
northeast
6,738.426435
27
31.255
1
female
no
northwest
5,856.891424
53
34.105
0
male
yes
northeast
36,637.537795
54
24.605
3
female
no
northwest
11,488.332263
43
30.1
1
male
no
southwest
8,623.42004
35
36.67
1
male
yes
northeast
33,391.526071
39
24.89
3
female
yes
northeast
31,509.71557
21
31.1
0
male
no
southwest
2,824.649972
52
37.4
0
female
no
southwest
13,112.690308
50
28.12
3
female
no
northwest
11,671.025672
31
29.81
0
male
yes
southeast
28,216.704704
34
25.27
1
male
no
northwest
5,435.554762
18
28.215
0
female
no
northeast
2,219.779322
61
33.915
0
male
no
northeast
15,065.16389
19
40.5
0
female
no
southwest
5,705.430904
58
27.17
0
female
no
northwest
11,918.070137
19
27.9
0
female
yes
southwest
24,929.797015
29
32.11
2
female
no
northwest
7,158.225462
48
29.6
0
male
no
southwest
9,241.856516
53
35.9
2
female
no
southwest
13,840.069781
29
38.94
1
male
no
southeast
7,777.798601
51
36.67
2
female
no
northwest
14,377.330399
19
27.7
0
male
yes
southwest
24,702.108726
23
42.75
1
female
yes
northeast
32,561.578121
61
23.5
2
male
no
southwest
11,467.454667
44
36.955
1
female
no
northwest
12,184.406005
62
29.92
0
female
no
southeast
12,812.76641
28
26.315
3
female
no
northwest
5,400.205593
61
23.5
3
male
no
southwest
11,960.899767
24
40.15
0
male
yes
southeast
29,978.206991
23
23.845
0
male
no
northeast
1,840.740146
42
26.07
1
male
yes
southeast
30,247.587991
37
26.4
0
female
yes
southeast
28,742.593743
45
35.3
0
female
no
southwest
10,592.282017
59
37.4
0
male
no
southwest
14,751.420751
21
28.975
0
male
no
northwest
2,879.030663
33
22.705
0
male
no
northwest
3,802.426941
47
19.57
1
male
no
northwest
6,811.944724
21
22.3
1
male
no
southwest
289.090805
28
17.29
0
female
no
northeast
1,027.307547
31
29.1
0
female
no
southwest
4,863.055376
53
21.4
1
male
no
southwest
8,196.804458
57
28.7
0
female
no
southwest
11,402.090635
52
47.74
1
male
no
southeast
16,713.129685
44
38.06
0
female
yes
southeast
34,553.602123
21
36.85
0
male
no
southeast
4,510.590443
23
31.4
0
female
yes
southwest
27,161.701894
54
46.7
2
female
no
southwest
17,814.280926
38
37.73
0
female
no
southeast
9,337.884061
60
36.955
0
male
no
northeast
15,854.750364
22
35.6
0
male
yes
southwest
28,191.71892
45
20.35
3
male
no
southeast
6,474.666378
50
23.54
2
female
no
southeast
8,522.066699
53
28.88
0
male
no
northwest
11,063.829365
28
26.51
2
female
no
southeast
3,894.82564
28
30.875
0
male
no
northwest
5,330.597947
52
33.25
0
male
no
northeast
12,525.096182
24
23.4
0
male
no
southwest
944.661693
60
31.35
3
male
yes
northwest
38,753.278311
19
20.3
0
male
no
southwest
-1,406.357992
43
35.97
3
male
yes
southeast
34,898.904809
45
38.285
0
female
no
northeast
12,619.438066
24
23.655
0
male
no
northwest
1,818.250356
36
35.2
1
male
yes
southeast
31,849.399008
34
30.8
0
male
yes
southwest
29,621.096592
20
31.46
0
female
no
southeast
2,557.375795
22
34.8
3
male
no
southwest
5,835.340702