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
43
26.7
2
female
yes
southwest
31,574.381966
40
35.3
3
male
no
southwest
10,924.28554
62
26.695
0
male
yes
northeast
35,780.369863
19
28.9
0
female
no
southwest
2,174.68328
53
22.88
1
female
yes
southeast
32,126.259811
32
29.8
2
female
no
southwest
6,754.273918
33
27.455
2
male
no
northwest
6,420.966002
52
18.335
0
female
no
northwest
7,265.934621
53
20.9
0
male
yes
southeast
30,860.678915
52
24.13
1
female
yes
northwest
32,723.584053
55
32.775
0
male
no
northwest
12,511.073535
44
38.06
1
male
no
southeast
11,550.944556
50
31.825
0
male
yes
northeast
34,436.779612
46
28.05
1
female
no
southeast
8,958.706626
29
22.515
3
male
no
northeast
4,778.509446
22
33.77
0
male
no
southeast
4,190.06954
52
30.875
0
female
no
northeast
11,654.212145
57
31.16
0
female
yes
northwest
35,672.098795
30
19.95
3
female
no
northwest
3,919.031569
60
35.1
0
female
no
southwest
14,327.271743
29
35.5
2
male
yes
southwest
30,802.462509
41
34.2
2
male
no
northwest
10,556.292983
54
28.88
2
female
no
northeast
12,580.844188
64
22.99
0
female
yes
southeast
34,358.624903
42
34.1
0
male
no
southwest
9,439.235284
23
28.12
0
female
no
northwest
3,186.317334
45
25.175
2
female
no
northeast
9,166.158868
40
32.775
1
male
yes
northeast
32,790.448768
60
40.92
0
male
yes
southeast
38,978.556804
19
25.175
0
male
no
northwest
1,153.356656
25
24.3
3
female
no
southwest
3,796.95094
61
36.1
3
male
no
southwest
16,391.671817
51
30.03
1
male
no
southeast
10,729.247026
62
32.11
0
male
no
northeast
14,428.373573
23
27.36
1
male
no
northwest
3,375.572174
19
30.59
0
male
no
northwest
2,879.124958
55
27.645
0
male
no
northwest
10,876.135143
63
37.7
0
female
yes
southwest
38,978.292243
64
26.885
0
female
yes
northwest
36,047.125177
19
17.48
0
male
no
northwest
-1,299.050933
19
27.7
0
male
yes
southwest
24,768.46409
43
30.685
2
female
no
northwest
10,034.020912
19
30.4
0
male
no
southwest
2,551.193388
39
42.655
0
male
no
northeast
12,080.233703
27
24.75
0
female
yes
southeast
25,735.742791
26
22.23
0
female
no
northwest
2,053.798007
26
31.065
0
male
no
northwest
4,767.983184
64
37.905
0
male
no
northwest
16,379.908409
34
33.7
1
female
no
southwest
7,960.620989
37
30.78
0
female
yes
northeast
30,978.539298
33
28.27
1
female
no
southeast
5,802.08158
39
32.5
1
female
no
southwest
8,819.232861
59
25.46
0
male
no
northwest
11,172.615375
36
29.92
0
female
no
southeast
6,539.56113
44
31.35
1
male
yes
northeast
33,329.142095
35
35.86
2
female
no
southeast
9,250.456946
64
25.6
2
male
no
southwest
13,256.928859
19
33.11
0
female
yes
southeast
26,414.401075
51
33.915
0
female
no
northeast
12,374.853805
38
28.025
1
male
no
northeast
7,702.43089
21
16.815
1
female
no
northeast
11.747547
58
32.395
1
female
no
northeast
14,160.912646
32
33.63
1
male
yes
northeast
31,077.252738
21
33.63
2
female
no
northwest
5,511.960811
31
30.495
3
female
no
northeast
7,919.710439
53
36.86
3
female
yes
northwest
38,094.884094
63
36.3
0
female
no
southeast
15,274.565769
43
29.9
1
female
no
southwest
8,983.451995
42
40.37
2
female
yes
southeast
35,503.040079
47
26.6
2
female
no
northeast
10,116.729862
22
21.28
3
female
no
northwest
2,357.218724
41
33.06
2
female
no
northwest
10,294.515394
46
32.3
2
female
no
northeast
11,685.117355
22
32.11
0
male
no
northwest
4,108.183309
25
30.3
0
female
no
southwest
4,110.129619
42
24.985
2
female
no
northwest
7,969.211978
28
31.68
0
male
yes
southeast
28,091.012443
27
29.15
0
male
yes
southeast
27,036.487077
60
24.53
0
female
no
southeast
10,778.817648
36
26.885
0
female
no
northwest
6,019.460417
59
27.5
1
male
no
southwest
12,088.398007
41
30.59
2
male
no
northwest
9,405.780781
21
34.87
0
female
no
southeast
4,393.972459
39
32.8
0
female
no
southwest
8,381.833305
58
33.1
0
female
no
southwest
13,193.447421
23
24.51
0
male
no
northeast
2,326.024533
29
29.59
1
female
no
southeast
5,229.924601
52
24.13
1
female
yes
northwest
32,723.584053
37
30.8
2
female
no
southeast
8,134.249096
32
31.5
1
male
no
southwest
6,661.514324
57
23.18
0
female
no
northwest
10,051.096703
23
37.1
3
male
no
southwest
7,278.365889
58
33.1
0
female
no
southwest
13,193.447421
43
30.685
2
female
no
northwest
10,034.020912
35
23.465
2
female
no
northeast
6,139.072201
31
29.1
0
female
no
southwest
5,216.952211
41
32.2
2
male
no
southwest
9,651.511804
21
36.85
0
male
no
southeast
4,923.459258
39
42.655
0
male
no
northeast
12,080.233703
21
35.72
0
female
no
northwest
5,112.026845