age
int64
3
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
-2,343.68
40.9k
50
32.11
2
male
no
northeast
12,573.57396
57
23.18
0
female
no
northwest
10,159.52421
26
27.06
0
male
yes
southeast
26,846.546625
26
30.875
2
male
no
northwest
5,619.170392
47
25.41
1
male
yes
southeast
32,112.11252
23
32.7
3
male
no
southwest
5,449.593937
26
22.23
0
female
no
northwest
1,873.039405
32
29.8
2
female
no
southwest
6,378.119797
47
19.57
1
male
no
northwest
6,779.550131
37
30.8
2
female
no
southeast
8,152.025936
49
28.69
3
male
no
northwest
11,218.343184
44
38.95
0
female
yes
northwest
35,785.918434
59
25.46
0
male
no
northwest
11,423.454948
22
32.11
0
male
no
northwest
4,157.019303
52
38.38
2
female
no
northeast
15,219.687364
22
21.28
3
female
no
northwest
1,800.735008
30
28.405
1
female
no
northwest
5,407.76752
25
24.3
3
female
no
southwest
3,150.559604
63
37.7
0
female
yes
southwest
39,807.969127
26
30
1
male
no
southwest
4,459.813597
39
32.5
1
female
no
southwest
8,661.820845
18
30.14
0
male
no
southeast
2,177.857182
40
35.3
3
male
no
southwest
10,694.621571
56
35.8
1
female
no
southwest
14,142.813265
52
18.335
0
female
no
northwest
7,241.432267
46
32.3
2
female
no
northeast
11,628.310413
64
37.905
0
male
no
northwest
16,903.450287
50
26.41
0
male
no
northwest
9,430.91152
3
26.9
1
male
no
southeast
-2,343.67949
3
26.9
4
male
no
southeast
-1,067.84314
40
32.9
1
male
yes
southeast
32,838.105793
33
26.9
1
male
no
southeast
5,365.591685
45
38.285
0
female
no
northeast
12,538.276063
43
35.64
1
female
no
southeast
10,900.129339
40
24.97
2
male
no
southeast
6,939.111784
64
25.6
2
male
no
southwest
13,166.961974
45
39.805
0
male
no
northeast
13,032.065051
28
31.68
0
male
yes
southeast
28,917.865626
19
24.51
1
female
no
northwest
1,268.059266
30
19.95
3
female
no
northwest
3,408.20756
32
29.8
2
female
no
southwest
6,378.119797
39
32.5
1
female
no
southwest
8,661.820845
25
30.3
0
female
no
southwest
3,897.278565
26
31.065
0
male
no
northwest
4,832.66041
44
38.95
0
female
yes
northwest
35,785.918434
22
33.77
0
male
no
southeast
4,429.405969
49
29.83
1
male
no
northeast
11,122.748452
34
31.92
1
female
yes
northeast
31,642.356845
40
32.775
1
male
yes
northeast
33,453.833521
61
36.1
3
male
no
southwest
16,360.785435
58
31.825
2
female
no
northeast
14,551.899921
22
31.35
1
male
no
northwest
4,326.107747
30
23.655
3
female
yes
northwest
28,308.264321
25
25.74
0
male
no
southeast
2,493.479894
59
27.83
3
female
no
southeast
13,229.605368
32
28.93
0
female
no
southeast
5,386.226768
43
32.6
2
male
no
southwest
10,130.120015
51
18.05
0
female
no
northwest
6,888.385184
28
23.845
2
female
no
northwest
3,781.952855
18
29.165
0
female
no
northeast
2,525.647932
23
28.12
0
female
no
northwest
3,087.587418
41
32.2
2
male
no
southwest
9,481.331583
19
20.6
0
female
no
southwest
-914.373424
63
37.7
0
female
yes
southwest
39,807.969127
39
32.8
0
female
no
southwest
8,337.669827
64
40.48
0
male
no
southeast
17,484.276638
23
24.51
0
male
no
northeast
2,222.76894
32
17.765
2
female
yes
northwest
26,411.461818
44
30.69
2
male
no
southeast
9,895.184004
30
28.405
1
female
no
northwest
5,407.76752
22
23.18
0
female
no
northeast
1,536.051832
49
30.78
1
female
no
northeast
11,461.578068
23
27.36
1
male
no
northwest
3,238.084171
47
38.94
2
male
yes
southeast
37,098.253531
29
35.5
2
male
yes
southwest
31,161.15739
49
22.515
0
male
no
northeast
8,231.637651
54
28.88
2
female
no
northeast
12,531.259532
36
26.885
0
female
no
northwest
6,011.962293
19
33.11
0
female
yes
southeast
27,105.718315
41
30.59
2
male
no
northwest
9,377.734602
35
34.32
3
male
no
southeast
9,231.327399
28
27.5
2
female
no
southwest
4,574.904104
18
29.37
1
male
no
southeast
2,343.574701
62
26.695
0
male
yes
northeast
36,632.49755
35
35.86
2
female
no
southeast
9,343.762837
19
31.825
1
female
no
northwest
3,733.891284
64
26.885
0
female
yes
northwest
36,858.410912
43
38.06
2
male
yes
southeast
35,773.709262
19
28.9
0
female
no
southwest
1,883.494758
31
34.39
3
male
yes
northwest
32,165.33688
40
41.42
1
female
no
northwest
12,364.784142
52
38.38
2
female
no
northeast
15,219.687364
47
26.6
2
female
no
northeast
9,963.858573
45
25.175
2
female
no
northeast
8,969.550274
46
32.3
2
female
no
northeast
11,628.310413
58
27.17
0
female
no
northwest
11,761.499198
46
28.05
1
female
no
southeast
9,112.523987
31
30.495
3
female
no
northeast
7,590.501553
24
33.345
0
female
no
northwest
5,105.871708
49
21.3
1
female
no
southwest
7,456.141321