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
47
26.125
1
female
yes
northeast
33,029.589683
24
35.86
0
male
no
southeast
5,647.880814
47
29.37
1
female
no
southeast
9,814.461861
28
25.8
0
female
no
southwest
3,151.289199
63
35.09
0
male
yes
southeast
39,061.500932
46
48.07
2
female
no
northeast
16,944.259957
18
21.47
0
male
no
northeast
-86.870947
41
32.2
2
male
no
southwest
9,481.331583
23
32.7
3
male
no
southwest
5,449.593937
25
20.8
1
female
no
southwest
1,120.178105
19
25.175
0
male
no
northwest
1,048.355338
52
18.335
0
female
no
northwest
7,241.432267
41
34.2
2
male
no
northwest
10,594.638715
46
42.35
3
male
yes
southeast
38,416.042211
55
32.775
0
male
no
northwest
12,861.384143
53
36.86
3
female
yes
northwest
38,670.012704
23
37.1
3
male
no
southwest
6,932.801166
53
20.9
0
male
yes
southeast
31,708.400562
30
27.93
0
female
no
northeast
5,193.047101
41
33.06
2
female
no
northwest
10,228.944897
19
25.745
1
female
no
northwest
1,684.368568
30
27.7
0
female
no
southwest
4,305.716459
20
26.84
1
female
yes
southeast
25,674.402503
50
25.6
0
female
no
southwest
8,737.336217
40
29.3
4
female
no
southwest
9,115.936735
56
25.65
0
female
no
northwest
10,735.167107
49
25.6
2
male
yes
southwest
32,963.455242
26
22.23
0
female
no
northwest
1,873.039405
21
34.87
0
female
no
southeast
4,561.823762
36
29.92
0
female
no
southeast
6,747.851217
21
36.85
0
male
no
southeast
5,210.675323
31
29.1
0
female
no
southwest
5,034.621738
19
27.7
0
male
yes
southwest
25,111.520859
22
23.18
0
female
no
northeast
1,536.051832
34
33.7
1
female
no
southwest
7,781.453378
24
33.345
0
female
no
northwest
5,105.871708
20
29.6
0
female
no
southwest
2,376.43525
28
33
2
female
no
southeast
6,580.848198
30
31.57
3
male
no
southeast
7,019.444352
19
28.9
0
female
no
southwest
1,883.494758
28
23.845
2
female
no
northwest
3,781.952855
38
28.025
1
male
no
northeast
7,687.563632
47
19.57
1
male
no
northwest
6,779.550131
42
40.37
2
female
yes
southeast
36,314.009043
46
32.3
2
female
no
northeast
11,628.310413
31
30.495
3
female
no
northeast
7,590.501553
38
40.565
1
female
no
northwest
11,562.618598
32
28.93
1
male
yes
southeast
29,444.042715
22
32.11
0
male
no
northwest
4,157.019303
51
34.1
0
female
no
southeast
12,011.533672
20
33
0
female
no
southeast
3,674.484984
62
26.695
0
male
yes
northeast
36,632.49755
27
29.15
0
male
yes
southeast
27,808.045764
22
39.805
0
female
no
northeast
7,140.215508
34
31.92
1
female
yes
northeast
31,642.356845
33
35.245
0
male
no
northeast
8,411.214544
43
35.64
1
female
no
southeast
10,900.129339
60
18.335
0
female
no
northeast
9,667.91524
49
21.3
1
female
no
southwest
7,456.141321
18
29.37
1
male
no
southeast
2,343.574701
36
30.02
0
female
no
northwest
7,068.747443
19
24.51
1
female
no
northwest
1,268.059266
57
31.16
0
female
yes
northwest
36,500.65163
61
21.09
0
female
no
northwest
10,482.9036
47
26.125
1
female
yes
northeast
33,029.589683
30
28.405
1
female
no
northwest
5,407.76752
28
25.8
0
female
no
southwest
3,151.289199
23
36.67
2
female
yes
northeast
30,842.092487
24
35.86
0
male
no
southeast
5,647.880814
63
35.09
0
male
yes
southeast
39,061.500932
47
29.37
1
female
no
southeast
9,814.461861
18
21.47
0
male
no
northeast
-86.870947
23
32.7
3
male
no
southwest
5,449.593937
46
48.07
2
female
no
northeast
16,944.259957
46
42.35
3
male
yes
southeast
38,416.042211
25
20.8
1
female
no
southwest
1,120.178105
41
32.2
2
male
no
southwest
9,481.331583
19
25.175
0
male
no
northwest
1,048.355338
52
18.335
0
female
no
northwest
7,241.432267
55
32.775
0
male
no
northwest
12,861.384143
30
27.93
0
female
no
northeast
5,193.047101
53
36.86
3
female
yes
northwest
38,670.012704
23
37.1
3
male
no
southwest
6,932.801166
41
34.2
2
male
no
northwest
10,594.638715
19
25.745
1
female
no
northwest
1,684.368568
53
20.9
0
male
yes
southeast
31,708.400562
20
26.84
1
female
yes
southeast
25,674.402503
30
27.7
0
female
no
southwest
4,305.716459
50
25.6
0
female
no
southwest
8,737.336217
41
33.06
2
female
no
northwest
10,228.944897
52
46.75
5
female
no
southeast
18,659.124078
36
26.885
0
female
no
northwest
6,011.962293
51
18.05
0
female
no
northwest
6,888.385184
36
30.02
0
female
no
northwest
7,068.747443
50
31.825
0
male
yes
northeast
35,278.073871
30
43.12
2
female
no
southeast
10,506.176235
50
25.6
0
female
no
southwest
8,737.336217
55
32.775
0
male
no
northwest
12,861.384143
20
33
1
male
no
southwest
3,929.237018
41
34.2
2
male
no
northwest
10,594.638715