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
40
female
40
3
no
southwest
12,297.548257
40
female
30
3
no
southwest
8,926.622738
40
female
34
3
no
southwest
10,274.992946
40
female
25
3
no
southwest
7,241.159978
40
female
23
3
no
southwest
6,566.974874
40
female
23
1
no
southwest
5,716.417307
40
female
23
0
no
southwest
5,291.138524
19
female
23
0
no
southwest
-105.351299
20
female
23
0
no
southwest
151.624407
20
male
23
0
no
southwest
133.032715
20
male
23
0
no
northeast
942.832069
30
female
34
2
yes
northeast
31,740.885314
21
female
0
34.87
southeast
no
19,660.721137
57
female
0
23.18
northwest
no
23,940.337568
47
female
1
36.63
southeast
yes
27,427.6727
51
female
0
33.915
northeast
no
26,963.851074
20
female
1
26.84
southeast
yes
16,325.849352
50
male
2
32.11
northeast
no
26,594.840576
26
male
1
30
southwest
no
19,192.992851
19
female
1
24.51
northwest
no
15,077.97408
51
male
1
30.03
southeast
no
25,630.14386
51
female
1
34.2
southwest
no
27,422.148079
55
male
0
32.775
northwest
no
27,488.344392
56
female
0
25.65
northwest
no
24,733.800457
28
female
0
25.8
southwest
no
17,602.272512
22
male
0
39.5
southwest
no
21,868.145919
26
male
0
35.42
southeast
no
21,160.911306
58
female
1
32.395
northeast
no
28,453.349816
43
male
2
32.6
southwest
no
25,004.397239
41
female
2
33.06
northwest
no
24,704.66576
49
male
0
22.515
northeast
no
21,583.129838
62
male
0
21.4
southwest
no
24,449.628171
43
male
0
27.8
southwest
yes
22,288.873974
54
female
0
47.41
southeast
yes
33,473.915375
44
female
0
38.95
northwest
yes
27,306.299808
18
male
1
29.37
southeast
no
16,869.261571
56
female
1
35.8
southwest
no
29,387.472662
64
male
0
37.905
northwest
no
31,982.805904
18
male
0
30.14
southeast
no
16,859.633682
40
male
3
35.3
southwest
no
25,718.815389
31
male
2
27.645
northeast
no
19,813.432397
22
female
0
23.18
northeast
no
14,946.187864
63
female
0
37.7
southwest
yes
31,657.23974
59
male
1
27.5
southwest
no
26,609.994185
21
female
1
16.815
northeast
no
12,319.405253
25
female
1
22.515
northwest
no
15,771.397142
19
male
0
25.175
northwest
no
15,005.100228
19
male
0
31.92
northwest
yes
17,873.605623
60
female
0
35.1
southwest
no
29,780.587785
21
female
0
35.72
northwest
no
20,022.208103
20
female
0
29.6
southwest
no
17,162.526242
19
female
0
33.11
southeast
yes
18,398.279067
50
male
0
26.41
northwest
no
23,496.566406
32
female
2
29.8
southwest
no
21,005.475573
47
female
2
26.6
northeast
no
23,499.219053
39
male
0
42.655
northeast
no
27,578.48748
34
female
1
33.7
southwest
no
22,840.921688
55
male
0
27.645
northwest
no
25,306.664233
30
female
0
27.93
northeast
no
19,022.067732
43
female
2
30.685
northwest
no
24,208.58006
28
female
0
17.29
northeast
no
13,983.150064
45
female
2
25.175
northeast
no
22,379.245375
57
female
0
22.23
northeast
no
23,536.322723
44
male
1
38.06
southeast
no
27,246.302551
19
male
0
30.4
southwest
no
17,227.181872
42
male
0
30
southwest
yes
22,967.511592
39
male
2
32.34
southeast
no
23,865.921932
49
male
1
29.83
northeast
no
25,031.136692
63
male
0
35.09
southeast
yes
30,528.670423
59
female
3
27.83
southeast
no
27,443.112979
20
female
0
33
southeast
no
18,608.474106
27
male
0
29.15
southeast
yes
18,751.389039
24
female
0
33.345
northwest
no
19,783.09811
31
female
0
29.1
southwest
no
19,776.619615
31
female
3
30.495
northeast
no
21,381.161173
40
female
1
41.42
northwest
no
27,665.928132
42
male
2
37.18
southeast
no
26,695.198362
21
female
1
26.4
southwest
no
16,395.702393
63
female
0
36.3
southeast
no
31,061.849443
27
female
0
24.75
southeast
yes
16,898.754083
49
male
0
36.85
southeast
no
27,679.5012
29
male
3
22.515
northeast
no
17,454.893378
63
female
0
31.8
southwest
no
29,148.094917
58
female
0
33.1
southwest
no
28,416.078806
46
male
3
42.35
southeast
yes
30,258.885048
45
male
0
39.805
northeast
no
27,908.297182
18
male
0
41.14
southeast
no
21,537.700301
40
female
4
29.3
southwest
no
23,522.826932
23
male
0
41.91
southeast
no
23,150.043493
19
male
0
17.48
northwest
no
11,732.579988
25
female
0
30.3
southwest
no
18,745.09992
60
female
0
24.53
southeast
no
25,285.391043
61
male
0
23.655
northeast
no
25,151.656122
25
male
5
23.9
southwest
no
17,690.186773
26
male
1
33.915
northwest
no
20,857.959288
30
male
0
25.46
northeast
no
17,953.037445
36
female
0
26.885
northwest
no
20,119.505638
54
female
2
28.88
northeast
no
26,267.68462
40
male
1
32.775
northeast
yes
23,970.801357
49
female
1
21.3
southwest
no
21,422.10036