age
int64
18
65
bmi
float64
16.8
52.6
children
int64
0
5
sex
stringclasses
2 values
smoker
stringclasses
2 values
region
stringclasses
4 values
prediction
float64
-1,545.57
47.6k
46
25
1
male
no
southeast
8,065.800012
65
52
4
male
yes
northeast
47,634.666828
45
25.175
2
female
no
northeast
8,969.550274
19
27.7
0
male
yes
southwest
25,111.520859
46
42.35
3
male
yes
southeast
38,416.042211
57
31.825
0
female
no
northwest
13,073.689322
46
48.07
2
female
no
northeast
16,944.259957
33
35.245
0
male
no
northeast
8,411.214544
19
20.6
0
female
no
southwest
-914.373424
51
36.385
3
female
no
northwest
14,344.813474
49
29.83
1
male
no
northeast
11,122.748452
30
28.405
1
female
no
northwest
5,407.76752
29
29.64
1
male
no
northeast
5,919.18675
26
30
1
male
no
southwest
4,459.813597
19
31.825
1
female
no
northwest
3,733.891284
32
28.93
1
male
yes
southeast
29,444.042715
28
33
2
female
no
southeast
6,580.848198
59
37.1
1
male
no
southwest
15,333.369009
47
45.32
1
female
no
southeast
15,191.088065
28
31.68
0
male
yes
southeast
28,917.865626
52
38.38
2
female
no
northeast
15,219.687364
49
28.69
3
male
no
northwest
11,218.343184
19
31.92
0
male
yes
northwest
26,973.173457
59
27.83
3
female
no
southeast
13,229.605368
45
39.805
0
male
no
northeast
13,032.065051
31
29.1
0
female
no
southwest
5,034.621738
43
32.6
2
male
no
southwest
10,130.120015
43
26.885
0
female
yes
northwest
31,461.921089
51
34.2
1
female
no
southwest
12,318.586653
40
29.3
4
female
no
southwest
9,115.936735
18
26.125
0
male
no
northeast
1,482.294883
25
25.74
0
male
no
southeast
2,493.479894
30
44.22
2
male
no
southeast
10,858.386351
20
29.6
0
female
no
southwest
2,376.43525
46
25.745
3
male
no
northwest
9,454.678501
47
25.41
1
male
yes
southeast
32,112.11252
56
34.43
0
male
no
southeast
13,389.061052
58
27.17
0
female
no
northwest
11,761.499198
27
24.75
0
female
yes
southeast
26,343.430227
58
33.1
0
female
no
southwest
13,321.336003
62
38.095
2
female
no
northeast
17,693.373045
50
32.11
2
male
no
northeast
12,573.57396
34
42.9
1
male
no
southwest
10,864.113164
30
27.93
0
female
no
northeast
5,193.047101
36
30.02
0
female
no
northwest
7,068.747443
42
30
0
male
yes
southwest
31,797.274963
44
30.69
2
male
no
southeast
9,895.184004
41
34.2
2
male
no
northwest
10,594.638715
51
30.03
1
male
no
southeast
11,046.254077
28
23.845
2
female
no
northwest
3,781.952855
22
27.1
0
female
no
southwest
2,047.655282
34
34.675
0
male
no
northeast
8,476.047495
48
33.33
0
female
no
southeast
10,981.045289
63
31.8
0
female
no
southwest
14,167.994215
32
17.765
2
female
yes
northwest
26,411.461818
27
32.585
3
male
no
northeast
7,248.530471
40
41.42
1
female
no
northwest
12,364.784142
43
35.64
1
female
no
southeast
10,900.129339
64
37.905
0
male
no
northwest
16,903.450287
49
22.515
0
male
no
northeast
8,231.637651
38
37.05
1
male
no
northeast
10,729.823913
19
33.1
0
male
no
southwest
3,280.691784
63
35.09
0
male
yes
southeast
39,061.500932
18
41.14
0
male
no
southeast
5,885.875254
43
30.685
2
female
no
northwest
9,942.301498
42
34.1
0
male
no
southwest
9,528.22557
43
38.06
2
male
yes
southeast
35,773.709262
51
18.05
0
female
no
northwest
6,888.385184
20
26.84
1
female
yes
southeast
25,674.402503
34
31.92
1
female
yes
northeast
31,642.356845
19
30.4
0
male
no
southwest
2,370.541894
59
25.46
0
male
no
northwest
11,423.454948
53
33.25
0
female
no
northeast
12,896.820711
20
33
1
male
no
southwest
3,929.237018
40
24.97
2
male
no
southeast
6,939.111784
26
30.875
2
male
no
northwest
5,619.170392
57
23.18
0
female
no
northwest
10,159.52421
26
29.92
1
female
no
southeast
4,603.372943
28
25.935
1
female
no
northwest
4,061.197505
25
30.3
0
female
no
southwest
3,897.278565
19
28.9
0
female
no
southwest
1,883.494758
39
32.34
2
male
no
southeast
9,166.508186
32
28.93
0
female
no
southeast
5,386.226768
52
37.525
2
female
no
northwest
14,560.795906
19
17.48
0
male
no
northwest
-1,545.571849
31
36.3
2
male
yes
southwest
31,944.782843
60
28.595
0
male
no
northeast
13,107.893131
29
22.515
3
male
no
northeast
4,367.959885
63
36.3
0
female
no
southeast
15,836.845756
25
20.8
1
female
no
southwest
1,120.178105
36
35.2
1
male
yes
southeast
32,585.515839
32
31.5
1
male
no
southwest
6,507.30666
18
35.2
1
male
no
southeast
4,308.824279
21
36.85
0
male
no
southeast
5,210.675323
28
25.8
0
female
no
southwest
3,151.289199
29
29.59
1
female
no
southeast
5,263.059518
62
26.695
0
male
yes
northeast
36,632.49755
38
40.565
1
female
no
northwest
11,562.618598
22
23.18
0
female
no
northeast
1,536.051832
36
26.885
0
female
no
northwest
6,011.962293

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