age
int64
1
64
sex
stringclasses
4 values
bmi
float64
3
56
children
int64
0
5
smoker
stringclasses
2 values
region
stringclasses
4 values
prediction
float64
-1,545.57
40.9k
29
Male
27.002
1
yes
southwest
27,880.561946
19
Female
27.9
0
yes
southeast
25,340.170273
19
Male
27.9
0
yes
southeast
25,340.170273
19
Male
27.9
5
yes
southeast
27,466.564191
32
Male
28.88
0
no
southwest
5,208.141237
19
Female
32.001
1
yes
southwest
26,995.930555
45
Female
25.175
2
no
northeast
8,960.254429
45
Female
54
0
no
northeast
17,826.389671
3
Male
3
3
yes
southeast
14,110.790787
1
Male
20
0
yes
southeast
18,051.576408
3
Male
3
3
yes
southeast
14,110.790787
3
Male
3
3
yes
southeast
14,110.790787
57
female
22.23
0
no
northeast
10,209.963612
19
female
31.825
1
no
northwest
3,733.891284
18
male
35.2
1
no
southeast
4,308.824279
33
male
35.75
1
yes
southeast
31,999.989625
29
male
22.515
3
no
northeast
4,367.959885
31
female
29.1
0
no
southwest
5,034.621738
60
male
28.9
0
no
southwest
12,400.907005
63
male
35.09
0
yes
southeast
39,061.500932
19
male
25.175
0
no
northwest
1,048.355338
37
female
30.78
0
yes
northeast
31,603.71967
41
male
40.26
0
no
southeast
11,499.675042
30
female
19.95
3
no
northwest
3,408.20756
64
female
26.885
0
yes
northwest
36,858.410912
58
female
32.395
1
no
northeast
14,318.763892
44
male
38.06
1
no
southeast
11,954.277329
36
female
29.92
0
no
southeast
6,747.851217
19
female
24.51
1
no
northwest
1,268.059266
47
male
38.94
2
yes
southeast
37,098.253531
23
male
32.7
3
no
southwest
5,449.593937
19
male
30.59
0
no
northwest
2,873.711507
25
female
24.3
3
no
southwest
3,150.559604
49
male
29.83
1
no
northeast
11,122.748452
30
male
44.22
2
no
southeast
10,858.386351
25
male
25.74
0
no
southeast
2,493.479894
29
female
24.6
2
no
southwest
3,854.31141
21
male
36.85
0
no
southeast
5,210.675323
41
male
32.2
2
no
southwest
9,481.331583
19
male
17.48
0
no
northwest
-1,545.571849
27
female
24.75
0
yes
southeast
26,343.430227
45
female
38.285
0
no
northeast
12,538.276063
22
male
32.11
0
no
northwest
4,157.019303
64
male
25.6
2
no
southwest
13,166.961974
51
female
34.2
1
no
southwest
12,318.586653
40
male
35.3
3
no
southwest
10,694.621571
28
female
17.29
0
no
northeast
1,092.430936
19
female
20.6
0
no
southwest
-914.373424
28
female
23.845
2
no
northwest
3,781.952855
42
female
40.37
2
yes
southeast
36,314.009043
37
male
46.53
3
no
southeast
13,861.17887
30
male
25.46
0
no
northeast
4,341.836806
48
female
33.33
0
no
southeast
10,981.045289
43
male
38.06
2
yes
southeast
35,773.709262
22
male
33.77
0
no
southeast
4,429.405969
28
female
25.935
1
no
northwest
4,061.197505
47
male
25.41
1
yes
southeast
32,112.11252
49
male
25.6
2
yes
southwest
32,963.455242
31
female
30.495
3
no
northeast
7,590.501553
19
female
33.11
0
yes
southeast
27,105.718315
51
female
33.915
0
no
northeast
12,607.035846
43
male
35.97
3
yes
southeast
35,494.464612
30
female
28.405
1
no
northwest
5,407.76752
54
female
32.68
0
no
northeast
12,961.653662
32
male
28.93
1
yes
southeast
29,444.042715
52
female
30.875
0
no
northeast
11,839.250194
57
female
23.98
1
no
southeast
10,567.290065
19
female
28.9
0
no
southwest
1,883.494758
18
male
41.14
0
no
southeast
5,885.875254
31
male
27.645
2
no
northeast
6,185.917304
39
female
32.5
1
no
southwest
8,661.820845
35
male
34.32
3
no
southeast
9,231.327399
18
female
26.315
0
no
northeast
1,564.934159
45
male
39.805
0
no
northeast
13,032.065051
63
female
27.74
0
yes
northeast
37,260.326664
47
female
26.6
2
no
northeast
9,963.858573
63
female
37.7
0
yes
southwest
39,807.969127
39
male
32.34
2
no
southeast
9,166.508186
21
female
34.87
0
no
southeast
4,561.823762
52
female
46.75
5
no
southeast
18,659.124078
55
male
32.775
0
no
northwest
12,861.384143
19
male
33.1
0
no
southwest
3,280.691784
46
male
42.35
3
yes
southeast
38,416.042211
31
male
38.39
2
no
southeast
9,150.112479
51
male
30.03
1
no
southeast
11,046.254077
34
male
34.675
0
no
northeast
8,476.047495
22
female
39.805
0
no
northeast
7,140.215508
30
female
23.655
3
yes
northwest
28,308.264321
52
female
24.13
1
yes
northwest
33,271.291244
35
female
23.465
2
no
northeast
5,823.364952
47
female
29.37
1
no
southeast
9,814.461861
22
female
27.1
0
no
southwest
2,047.655282
26
male
46.53
1
no
southeast
10,183.888539
32
male
31.5
1
no
southwest
6,507.30666
43
female
35.64
1
no
southeast
10,900.129339
30
male
24.4
3
yes
southwest
28,101.684553
33
male
35.245
0
no
northeast
8,411.214544
56
male
34.43
0
no
southeast
13,389.061052
26
male
33.915
1
no
northwest
6,218.652966
24
female
33.345
0
no
northwest
5,105.871708

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