age
int64
18
90
sex
stringclasses
2 values
bmi
int64
0
40
children
float64
0
52.6
smoker
stringclasses
6 values
region
stringclasses
6 values
prediction
float64
-105.35
40.1k
26
male
0
31.065
northwest
no
19,308.822203
60
female
0
24.53
southeast
no
25,285.391043
23
female
2
36.67
northeast
yes
21,614.359463
31
male
1
25.935
northwest
no
18,749.113125
43
female
1
35.64
southeast
no
25,978.743881
37
female
0
30.78
northeast
yes
22,032.942206
20
female
1
26.84
southeast
yes
16,325.849352
59
female
0
35.2
southeast
no
29,566.139957
19
male
0
30.4
southwest
no
17,227.181872
30
male
3
24.4
southwest
yes
18,513.51959
34
male
1
42.9
southwest
no
26,734.894805
60
female
0
24.53
southeast
no
25,285.391043
23
female
2
36.67
northeast
yes
21,614.359463
30
female
0
27.7
southwest
no
18,924.253612
49
female
1
21.3
southwest
no
21,422.10036
34
female
1
31.92
northeast
yes
22,083.925454
19
female
1
24.51
northwest
no
15,077.97408
22
male
1
52.58
southeast
yes
27,767.88496
19
female
0
20.6
southwest
no
13,078.041485
20
male
1
33
southwest
no
18,926.974967
26
male
0
31.065
northwest
no
19,308.822203
43
female
1
35.64
southeast
no
25,978.743881
19
male
0
33.1
southwest
no
18,375.434587
20
female
0
33
southeast
no
18,608.474106
21
female
0
35.72
northwest
no
20,022.208103
21
female
0
34.87
southeast
no
19,660.721137
31
male
1
25.935
northwest
no
18,749.113125
18
male
0
41.14
southeast
no
21,537.700301
55
male
0
27.645
northwest
no
25,306.664233
56
male
0
34.43
southeast
no
28,449.156485
26
male
1
30
southwest
no
19,192.992851
30
female
2
43.12
southeast
no
26,156.237558
30
female
1
28.405
northwest
no
19,561.167706
42
female
2
40.37
southeast
yes
28,070.429373
18
male
0
26.125
northeast
no
15,152.139366
19
female
1
31.825
northwest
no
18,188.888382
61
female
0
21.09
northwest
no
24,079.407734
28
female
2
23.845
northwest
no
17,445.037594
49
female
2
42.68
southeast
no
30,851.653304
52
female
0
30.875
northeast
no
25,927.979278
60
male
0
28.595
northeast
no
26,995.557606
40
male
1
32.775
northeast
yes
23,970.801357
41
male
2
30.59
northwest
no
23,635.635473
56
female
0
25.65
northwest
no
24,733.800457
34
female
1
33.7
southwest
no
22,840.921688
30
female
34
2
yes
northeast
31,740.885314
39
female
1
32.5
southwest
no
23,615.465677
32
male
1
28.93
southeast
yes
20,279.798788
49
male
0
22.515
northeast
no
21,583.129838
44
male
1
31.35
northeast
yes
24,392.681914
19
male
0
25.175
northwest
no
15,005.100228
33
female
1
28.27
southeast
no
20,274.682188
37
male
3
46.53
southeast
no
29,723.769011
49
male
0
36.85
southeast
no
27,679.5012
30
female
1
28.405
northwest
no
19,561.167706
28
female
2
27.5
southwest
no
18,999.431547
47
female
1
36.63
southeast
yes
27,427.6727
62
male
0
26.695
northeast
yes
26,701.479329
35
female
2
23.465
northeast
no
19,082.261597
38
female
1
40.565
northwest
no
26,788.363361
31
male
3
34.39
northwest
yes
23,019.030344
31
female
3
30.495
northeast
no
21,381.161173
19
male
0
27.7
southwest
yes
16,078.929156
49
female
4
41.47
southeast
no
31,011.25108
58
female
2
31.825
northeast
no
28,548.033461
60
female
0
35.1
southwest
no
29,780.587785
28
female
1
25.935
northwest
no
17,996.777699
46
male
3
42.35
southeast
yes
30,258.885048
39
male
0
42.655
northeast
no
27,578.48748
52
female
0
18.335
northwest
no
20,594.983332
40
female
4
29.3
southwest
no
23,522.826932
27
male
3
32.585
northeast
no
21,223.499316
22
male
1
31.35
northwest
no
18,739.216385
45
female
0
38.285
northeast
no
27,280.465123
28
female
2
23.845
northwest
no
17,445.037594
21
female
0
35.72
northwest
no
20,022.208103
43
male
2
32.6
southwest
no
25,004.397239
34
female
1
33.7
southwest
no
22,840.921688
27
female
0
24.75
southeast
yes
16,898.754083
43
female
0
26.885
northwest
yes
21,918.335579
40
female
3
28.69
northwest
no
22,926.314322
19
female
1
25.745
northwest
no
15,603.193378
53
male
3
36.6
southwest
no
29,612.361984
31
male
2
36.3
southwest
yes
23,494.220268
57
female
0
31.825
northwest
no
27,616.872651
36
female
0
29.92
southeast
no
21,410.226746
60
male
18
0
no
southwest
8,726.598189
60
male
18
0
yes
southwest
32,377.727045
30
female
34
2
yes
northeast
31,740.885314
30
female
34
2
yes
northeast
31,740.885314
90
male
18
0
yes
southwest
40,086.998219
25
female
30
1
yes
southwest
27,872.558439
55
female
30
1
yes
southwest
35,581.829614
55
female
40
1
yes
southwest
38,952.755133
55
female
40
3
yes
southwest
39,803.3127
55
female
40
3
no
southwest
16,152.183845
55
female
40
3
no
northeast
16,961.983199
55
female
40
3
no
northwest
16,591.305873
55
female
40
3
no
southeast
16,304.118902
55
female
40
3
no
southwest
16,152.183845