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
57
23.98
1
female
no
southeast
10,567.290065
32
28.93
1
male
yes
southeast
29,444.042715
53
36.6
3
male
no
southwest
14,473.526065
27
30.4
3
female
no
northwest
6,159.897611
36
26.885
0
female
no
northwest
6,011.962293
29
29.64
1
male
no
northeast
5,919.18675
18
26.315
0
female
no
northeast
1,564.934159
25
25.74
0
male
no
southeast
2,493.479894
21
16.815
1
female
no
northeast
-441.239183
19
30.59
0
male
no
northwest
2,873.711507
51
30.03
1
male
no
southeast
11,046.254077
63
27.74
0
female
yes
northeast
37,260.326664
44
38.95
0
female
yes
northwest
35,785.918434
50
25.6
0
female
no
southwest
8,737.336217
51
36.385
3
female
no
northwest
14,344.813474
38
28.025
1
male
no
northeast
7,687.563632
47
45.32
1
female
no
southeast
15,191.088065
26
31.065
0
male
no
northwest
4,832.66041
34
33.25
1
female
no
northeast
8,439.561084
58
31.825
2
female
no
northeast
14,551.899921
56
34.43
0
male
no
southeast
13,389.061052
25
22.515
1
female
no
northwest
2,137.41386
22
52.58
1
male
yes
southeast
34,846.524511
23
37.1
3
male
no
southwest
6,932.801166
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
58
32.395
1
female
no
northeast
14,318.763892
43
30.685
2
female
no
northwest
9,942.301498
30
31.57
3
male
no
southeast
7,019.444352
43
29.9
1
female
no
southwest
8,813.283033
30
43.12
2
female
no
southeast
10,506.176235
18
35.2
1
male
no
southeast
4,308.824279
26
33.915
1
male
no
northwest
6,218.652966
23
28.12
0
female
no
northwest
3,087.587418
51
18.05
0
female
no
northwest
6,888.385184
33
27.455
2
male
no
northwest
6,265.143805
49
41.47
4
female
no
southeast
15,683.069502
19
31.825
1
female
no
northwest
3,733.891284
62
26.695
0
male
yes
northeast
36,632.49755
33
28.27
1
female
no
southeast
5,846.000173
32
31.5
1
male
no
southwest
6,507.30666
47
29.37
1
female
no
southeast
9,814.461861
52
26.4
3
male
no
southeast
10,930.141387
46
32.3
2
female
no
northeast
11,628.310413
39
32.5
1
female
no
southwest
8,661.820845
47
26.6
2
female
no
northeast
9,963.858573
33
35.245
0
male
no
northeast
8,411.214544
18
21.47
0
male
no
northeast
-86.870947
58
33.1
0
female
no
southwest
13,321.336003
53
22.88
1
female
yes
southeast
32,819.71429
40
24.97
2
male
no
southeast
6,939.111784
19
30.4
0
male
no
southwest
2,370.541894
46
42.35
3
male
yes
southeast
38,416.042211
18
26.315
0
female
no
northeast
1,564.934159
63
37.7
0
female
yes
southwest
39,807.969127
26
35.42
0
male
no
southeast
6,013.511503
41
30.59
2
male
no
northwest
9,377.734602
36
35.2
1
male
yes
southeast
32,585.515839
52
37.525
2
female
no
northwest
14,560.795906
19
22.515
0
female
no
northwest
170.280841
32
17.765
2
female
yes
northwest
26,411.461818
23
37.1
3
male
no
southwest
6,932.801166
22
39.805
0
female
no
northeast
7,140.215508
43
26.7
2
female
yes
southwest
31,810.994506
43
32.6
2
male
no
southwest
10,130.120015
36
26.885
0
female
no
northwest
6,011.962293
33
35.75
2
male
no
southeast
8,774.139553
42
40.37
2
female
yes
southeast
36,314.009043
42
34.1
0
male
no
southwest
9,528.22557
55
32.775
0
male
no
northwest
12,861.384143
30
44.22
2
male
no
southeast
10,858.386351
19
24.51
1
female
no
northwest
1,268.059266
49
21.3
1
female
no
southwest
7,456.141321
54
32.68
0
female
no
northeast
12,961.653662
37
30.8
2
female
no
southeast
8,152.025936
40
29.3
4
female
no
southwest
9,115.936735
22
32.11
0
male
no
northwest
4,157.019303
25
23.9
5
male
no
southwest
3,847.688459
22
39.5
0
male
no
southwest
6,209.011234
36
29.92
0
female
no
southeast
6,747.851217
43
35.64
1
female
no
southeast
10,900.129339
30
25.46
0
male
no
northeast
4,341.836806
60
18.335
0
female
no
northeast
9,667.91524
64
37.905
0
male
no
northwest
16,903.450287
25
34.485
0
female
no
northwest
5,747.132923
53
33.25
0
female
no
northeast
12,896.820711
25
20.8
1
female
no
southwest
1,120.178105
42
24.985
2
female
no
northwest
7,763.898246
19
28.6
5
female
no
southwest
3,908.76091
31
27.645
2
male
no
northeast
6,185.917304
26
22.23
0
female
no
northwest
1,873.039405
22
21.28
3
female
no
northwest
1,800.735008
35
34.32
3
male
no
southeast
9,231.327399
32
28.93
1
male
yes
southeast
29,444.042715
21
25.7
4
male
yes
southwest
26,652.402301
19
25.175
0
male
no
northwest
1,048.355338
54
47.41
0
female
yes
southeast
40,920.291512
61
36.1
3
male
no
southwest
16,360.785435