age
int64
3
65
bmi
float64
3
52.6
children
int64
0
50
sex
stringclasses
2 values
smoker
stringclasses
2 values
region
stringclasses
5 values
prediction
float64
-1,545.57
64.1k
60
18.335
0
female
no
northeast
9,667.91524
57
22.23
0
female
no
northeast
10,209.963612
26
29.92
1
female
no
southeast
4,603.372943
30
44.22
2
male
no
southeast
10,858.386351
30
31.57
3
male
no
southeast
7,019.444352
39
32.5
1
female
no
southwest
8,661.820845
19
30.4
0
male
no
southwest
2,370.541894
59
27.83
3
female
no
southeast
13,229.605368
24
33.345
0
female
no
northwest
5,105.871708
26
30.875
2
male
no
northwest
5,619.170392
59
25.46
0
male
no
northwest
11,423.454948
57
31.825
0
female
no
northwest
13,073.689322
23
27.36
1
male
no
northwest
3,238.084171
3
3
3
female
yes
northwest
14,407.273603
35
32
3
female
yes
northwest
32,406.180196
60
28.9
0
male
no
southwest
12,400.907005
53
20.9
0
male
yes
southeast
31,708.400562
25
32.23
1
female
no
southeast
5,125.081032
28
33
2
female
no
southeast
6,580.848198
27
32.585
3
male
no
northeast
7,248.530471
26
30.875
2
male
no
northwest
5,619.170392
22
23.18
0
female
no
northeast
1,536.051832
60
28.9
0
male
no
southwest
12,400.907005
53
20.9
0
male
yes
southeast
31,708.400562
25
32.23
1
female
no
southeast
5,125.081032
28
33
2
female
no
southeast
6,580.848198
27
32.585
3
male
no
northeast
7,248.530471
26
30.875
2
male
no
northwest
5,619.170392
22
23.18
0
female
no
northeast
1,536.051832
26
46.53
1
male
no
southeast
10,183.888539
19
20.6
0
female
no
southwest
-914.373424
62
32.11
0
male
no
northeast
14,806.724863
44
30.69
2
male
no
southeast
9,895.184004
58
33.1
0
female
no
southwest
13,321.336003
31
30.495
3
female
no
northeast
7,590.501553
30
31.57
3
male
no
southeast
7,019.444352
57
23.18
0
female
no
northwest
10,159.52421
19
25.175
0
male
no
northwest
1,048.355338
51
33.915
0
female
no
northeast
12,607.035846
22
27.1
0
female
no
southwest
2,047.655282
31
34.39
3
male
yes
northwest
32,165.33688
38
37.05
1
male
no
northeast
10,729.823913
33
28.27
1
female
no
southeast
5,846.000173
26
27.06
0
male
yes
southeast
26,846.546625
31
25.935
1
male
no
northwest
4,813.532931
63
36.3
0
female
no
southeast
15,836.845756
47
25.41
1
male
yes
southeast
32,112.11252
49
29.83
1
male
no
northeast
11,122.748452
46
28.05
1
female
no
southeast
9,112.523987
49
41.47
4
female
no
southeast
15,683.069502
47
29.37
1
female
no
southeast
9,814.461861
43
38.06
2
male
yes
southeast
35,773.709262
19
33.1
0
male
no
southwest
3,280.691784
32
33.63
1
male
yes
northeast
31,686.242006
30
25.46
0
male
no
northeast
4,341.836806
26
22.23
0
female
no
northwest
1,873.039405
36
30.02
0
female
no
northwest
7,068.747443
53
36.86
3
female
yes
northwest
38,670.012704
30
27.7
0
female
no
southwest
4,305.716459
36
26.885
0
female
no
northwest
6,011.962293
18
26.125
0
male
no
northeast
1,482.294883
51
36.385
3
female
no
northwest
14,344.813474
19
28.6
5
female
no
southwest
3,908.76091
23
28.12
0
female
no
northwest
3,087.587418
43
35.97
3
male
yes
southeast
35,494.464612
18
29.37
1
male
no
southeast
2,343.574701
46
25.745
3
male
no
northwest
9,454.678501
47
26.125
1
female
yes
northeast
33,029.589683
60
18.335
0
female
no
northeast
9,667.91524
40
28.69
3
female
no
northwest
8,924.153523
57
23.98
1
female
no
southeast
10,567.290065
47
26.6
2
female
no
northeast
9,963.858573
21
36.85
0
male
no
southeast
5,210.675323
52
30.875
0
female
no
northeast
11,839.250194
28
31.68
0
male
yes
southeast
28,917.865626
47
36.63
1
female
yes
southeast
35,912.882644
27
30.4
3
female
no
northwest
6,159.897611
18
30.14
0
male
no
southeast
2,177.857182
56
35.8
1
female
no
southwest
14,142.813265
52
46.75
5
female
no
southeast
18,659.124078
41
34.2
2
male
no
northwest
10,594.638715
28
17.29
0
female
no
northeast
1,092.430936
35
35.86
2
female
no
southeast
9,343.762837
42
30
0
male
yes
southwest
31,797.274963
53
33.25
0
female
no
northeast
12,896.820711
64
25.6
2
male
no
southwest
13,166.961974
32
17.765
2
female
yes
northwest
26,411.461818
50
26.41
0
male
no
northwest
9,430.91152
20
29.6
0
female
no
southwest
2,376.43525
51
34.2
1
female
no
southwest
12,318.586653
20
26.84
1
female
yes
southeast
25,674.402503
35
30.5
1
male
no
southwest
6,941.141226
47
45.32
1
female
no
southeast
15,191.088065
52
37.525
2
female
no
northwest
14,560.795906
37
30.8
2
female
no
southeast
8,152.025936
42
34.1
0
male
no
southwest
9,528.22557
44
39.52
0
male
no
northwest
12,308.340641
59
27.83
3
female
no
southeast
13,229.605368
26
33.915
1
male
no
northwest
6,218.652966
41
33.06
2
female
no
northwest
10,228.944897