age
int64
18
64
bmi
float64
16.8
52.6
children
int64
0
5
sex
stringclasses
2 values
smoker
stringclasses
2 values
region
stringclasses
4 values
prediction
float64
-1,299.05
39k
34
23
1
female
no
northwest
4,817.893868
39
42.655
0
male
no
northeast
12,080.233703
39
42.655
0
male
no
northeast
12,080.233703
36
29.92
0
female
no
southeast
6,539.56113
33
35.245
0
male
no
northeast
8,229.391704
59
35.2
0
female
no
southeast
13,931.151303
52
18.335
0
female
no
northwest
7,265.934621
19
24.51
1
female
no
northwest
1,575.97224
35
34.21
1
female
no
southeast
8,191.58958
37
30.78
0
female
yes
northeast
30,978.539298
27
29.15
0
male
yes
southeast
27,036.487077
49
30.78
1
female
no
northeast
11,412.313336
31
25.935
1
male
no
northwest
4,907.108382
31
36.3
2
male
yes
southwest
31,553.845103
20
33.33
0
male
no
southeast
3,553.419466
31
34.39
3
male
yes
northwest
31,745.513636
20
29.6
0
female
no
southwest
2,645.985009
32
28.93
0
female
no
southeast
5,231.203822
52
46.75
5
female
no
southeast
18,539.727849
43
38.06
2
male
yes
southeast
34,913.508417
59
27.83
3
female
no
southeast
13,181.35165
45
25.175
2
female
no
northeast
9,166.158868
26
46.53
1
male
no
southeast
9,782.552796
22
39.805
0
female
no
northeast
7,053.894406
23
32.7
3
male
no
southwest
5,876.079549
49
21.3
1
female
no
southwest
7,731.883925
19
25.175
0
male
no
northwest
1,153.356656
56
35.8
1
female
no
southwest
14,090.52986
30
23.655
3
female
yes
northwest
28,177.585001
18
29.37
1
male
no
southeast
2,327.950308
30
31.57
3
male
no
southeast
7,073.642098
38
28.025
1
male
no
northeast
7,702.43089
62
32.11
0
male
no
northeast
14,428.373573
47
26.6
2
female
no
northeast
10,116.729862
38
37.05
1
male
no
northeast
10,578.711395
31
27.645
2
male
no
northeast
6,376.85929
38
40.565
1
female
no
northwest
11,408.727559
43
26.885
0
female
yes
northwest
30,834.700052
52
26.4
3
male
no
southeast
10,886.591494
40
24.97
2
male
no
southeast
6,919.309802
34
33.7
1
female
no
southwest
7,960.620989
25
32.23
1
female
no
southeast
5,078.453525
20
26.84
1
female
yes
southeast
25,197.36375
32
31.5
1
male
no
southwest
6,661.514324
53
36.6
3
male
no
southwest
14,565.336776
21
16.815
1
female
no
northeast
11.747547
30
27.7
0
female
no
southwest
4,522.559474
21
34.87
0
female
no
southeast
4,393.972459
48
40.15
0
male
no
southeast
12,676.863459
58
31.825
2
female
no
northeast
14,512.262813
42
34.1
0
male
no
southwest
9,439.235284
53
33.25
0
female
no
northeast
12,659.338788
18
30.14
0
male
no
southeast
2,040.340429
29
35.5
2
male
yes
southwest
30,802.462509
40
41.42
1
female
no
northwest
12,177.638731
47
36.63
1
female
yes
southeast
35,019.140303
59
25.46
0
male
no
northwest
11,172.615375
32
28.93
1
male
yes
southeast
28,740.43635
60
28.9
0
male
no
southwest
12,249.780756
51
34.1
0
female
no
southeast
11,594.893956
26
30.875
2
male
no
northwest
5,773.449888
39
32.34
2
male
no
southeast
9,019.928701
52
24.13
1
female
yes
northwest
32,723.584053
50
28.12
3
female
no
northwest
11,487.036746
46
32.3
2
female
no
northeast
11,685.117355
28
25.8
0
female
no
southwest
3,420.605295
19
28.9
0
female
no
southwest
2,174.68328
18
35.2
1
male
no
southeast
4,185.979709
28
23.845
2
female
no
northwest
4,130.942253
53
22.88
1
female
yes
southeast
32,126.259811
18
29.165
0
female
no
northeast
2,670.068193
28
25.935
1
female
no
northwest
4,264.018275
43
32.6
2
male
no
southwest
10,275.413821
44
38.95
0
female
yes
northwest
34,928.043657
25
24.3
3
female
no
southwest
3,796.95094
42
24.985
2
female
no
northwest
7,969.211978
34
33.25
1
female
no
northeast
8,476.345092
43
35.97
3
male
yes
southeast
34,780.432394
49
22.515
0
male
no
northeast
8,143.693884
22
23.18
0
female
no
northeast
1,755.48295
64
25.6
2
male
no
southwest
13,256.928859
50
32.11
2
male
no
northeast
12,515.864908
60
40.92
0
male
yes
southeast
38,978.556804
22
52.58
1
male
yes
southeast
33,795.618226
63
37.7
0
female
yes
southwest
38,978.292243
56
25.65
0
female
no
northwest
10,590.078542
41
30.59
2
male
no
northwest
9,405.780781
51
34.2
1
female
no
southwest
12,339.553953
64
22.99
0
female
yes
southeast
34,358.624903
32
29.8
2
female
no
southwest
6,754.273918
18
26.315
0
female
no
northeast
1,761.769087
25
23.9
5
male
no
southwest
4,633.948287
39
32.5
1
female
no
southwest
8,819.232861
26
31.065
0
male
no
northwest
4,767.983184
26
27.06
0
male
yes
southeast
26,122.190345
18
41.14
0
male
no
southeast
5,546.056279
19
27.265
2
male
no
northwest
2,885.462645
40
35.3
3
male
no
southwest
10,924.28554
33
35.75
2
male
no
southeast
8,617.436293
47
25.41
1
male
yes
southeast
31,341.768081