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
60
40.92
0
male
yes
southeast
38,978.556804
22
27.1
0
female
no
southwest
2,345.652847
29
29.59
1
female
no
southeast
5,229.924601
30
29.59
1
female
no
southeast
5,478.135322
40
23.1
1
female
yes
southeast
28,969.634765
56
25.65
0
female
no
northwest
10,590.078542
56
25.65
0
female
no
northwest
10,590.078542
60
24.53
0
female
no
southeast
10,778.817648
64
40.48
0
male
no
southeast
16,753.406458
48
33.33
0
female
no
southeast
10,604.861686
44
38.06
1
male
no
southeast
11,550.944556
33
35.75
2
male
no
southeast
8,617.436293
22
39.805
0
female
no
northeast
7,053.894406
43
30.685
2
female
no
northwest
10,034.020912
49
25.6
2
male
yes
southwest
32,611.532648
50
28.12
3
female
no
northwest
11,487.036746
43
26.885
0
female
yes
northwest
30,834.700052
60
35.1
0
female
no
southwest
14,327.271743
62
38.095
2
female
no
northeast
17,503.363729
31
25.935
1
male
no
northwest
4,907.108382
52
27.36
0
male
yes
northwest
33,118.437664
42
30
0
male
yes
southwest
31,210.323969
31
27.645
2
male
no
northeast
6,376.85929
47
26.125
1
female
yes
northeast
32,510.101281
46
48.07
2
female
no
northeast
16,711.039079
47
19.57
1
male
no
northwest
6,849.945234
52
18.335
0
female
no
northwest
7,265.934621
59
27.5
1
male
no
southwest
12,088.398007
38
37.05
1
male
no
northeast
10,578.711395
28
23.845
2
female
no
northwest
4,130.942253
18
41.14
0
male
no
southeast
5,546.056279
21
33.63
2
female
no
northwest
5,511.960811
20
29.6
0
female
no
southwest
2,645.985009
26
35.42
0
male
no
southeast
5,708.769799
31
36.3
2
male
yes
southwest
31,553.845103
27
24.75
0
female
yes
southeast
25,735.742791
63
31.8
0
female
no
southwest
14,020.189149
32
29.8
2
female
no
southwest
6,754.273918
19
31.92
0
male
yes
northwest
26,380.762468
23
27.36
1
male
no
northwest
3,375.572174
30
27.7
0
female
no
southwest
4,522.559474
44
31.35
1
male
yes
northeast
33,329.142095
40
29.3
4
female
no
southwest
9,646.628937
33
35.75
1
male
yes
southeast
31,162.190897
22
39.5
0
male
no
southwest
6,196.008661
34
33.7
1
female
no
southwest
7,960.620989
47
26.6
2
female
no
northeast
10,116.729862
43
27.8
0
male
yes
southwest
30,757.39152
19
28.9
0
female
no
southwest
2,174.68328
30
27.93
0
female
no
northeast
5,255.000557
47
25.41
1
male
yes
southeast
31,341.768081
19
22.515
0
female
no
northwest
407.152877
44
30.69
2
male
no
southeast
9,735.124925
53
36.86
3
female
yes
northwest
38,094.884094
45
39.805
0
male
no
northeast
12,661.198917
51
34.2
1
female
no
southwest
12,339.553953
32
31.5
1
male
no
southwest
6,661.514324
47
38.94
2
male
yes
southeast
36,186.808566
41
32.2
2
male
no
southwest
9,651.511804
34
31.92
1
female
yes
northeast
31,130.236769
25
30.3
0
female
no
southwest
4,110.129619
61
23.655
0
male
no
northeast
11,485.542169
43
26.7
2
female
yes
southwest
31,574.381966
55
27.645
0
male
no
northwest
10,876.135143
26
27.06
0
male
yes
southeast
26,122.190345
56
35.8
1
female
no
southwest
14,090.52986
59
27.83
3
female
no
southeast
13,181.35165
58
32.395
1
female
no
northeast
14,160.912646
23
28.12
0
female
no
northwest
3,186.317334
46
42.35
3
male
yes
southeast
37,558.379748
21
26.4
1
female
no
southwest
2,407.361107
21
36.85
0
male
no
southeast
4,923.459258
47
29.37
1
female
no
southeast
9,627.603248
26
30.875
2
male
no
northwest
5,773.449888
26
30.875
2
male
no
northwest
5,773.449888
19
30.59
0
male
no
northwest
2,879.124958
33
35.75
2
male
no
southeast
8,617.436293
19
25.175
0
male
no
northwest
1,153.356656
57
23.18
0
female
no
northwest
10,051.096703
21
33.63
2
female
no
northwest
5,511.960811
41
32.2
2
male
no
southwest
9,651.511804
23
41.91
0
male
no
southeast
7,032.50999
28
17.29
0
female
no
northeast
1,367.595784
32
28.93
1
male
yes
southeast
28,740.43635
40
24.97
2
male
no
southeast
6,919.309802
31
34.39
3
male
yes
northwest
31,745.513636
52
38.38
2
female
no
northeast
15,112.086437
53
36.86
3
female
yes
northwest
38,094.884094
31
36.3
2
male
yes
southwest
31,553.845103
22
33.77
0
male
no
southeast
4,190.06954
23
36.67
2
female
yes
northeast
30,446.760679
19
25.745
1
female
no
northwest
1,969.56852
57
23.98
1
female
no
southeast
10,391.909684
25
24.3
3
female
no
southwest
3,796.95094
55
32.775
0
male
no
northwest
12,511.073535
59
27.5
1
male
no
southwest
12,088.398007
22
23.18
0
female
no
northeast
1,755.48295
43
29.9
1
female
no
southwest
8,983.451995
57
31.825
0
female
no
northwest
12,806.27066
34
31.92
1
female
yes
northeast
31,130.236769