age
int64
3
64
bmi
float64
1.5
52.6
children
int64
0
5
sex
stringclasses
2 values
smoker
stringclasses
2 values
region
stringclasses
5 values
prediction
float64
-2,757.18
40.9k
20
30
1
female
no
southwest
2,936.551054
23
28.12
0
female
no
northwest
3,087.587418
41
40.26
0
male
no
southeast
11,499.675042
49
30.78
1
female
no
northeast
11,461.578068
34
34.675
0
male
no
northeast
8,476.047495
60
40.92
0
male
yes
southeast
40,255.823393
39
32.34
2
male
no
southeast
9,166.508186
36
30.02
0
female
no
northwest
7,068.747443
55
32.775
0
male
no
northwest
12,861.384143
37
30.8
2
female
no
southeast
8,152.025936
47
45.32
1
female
no
southeast
15,191.088065
43
29.9
1
female
no
southwest
8,813.283033
43
30.685
2
female
no
northwest
9,942.301498
64
22.99
0
female
yes
southeast
35,258.248451
21
33.63
2
female
no
northwest
5,281.573535
39
32.5
1
female
no
southwest
8,661.820845
35
35.86
2
female
no
southeast
9,343.762837
30
43.12
2
female
no
southeast
10,506.176235
19
25.745
1
female
no
northwest
1,684.368568
20
33.33
0
male
no
southeast
3,767.133835
22
33.77
0
male
no
southeast
4,429.405969
40
41.42
1
female
no
northwest
12,364.784142
53
20.9
0
male
yes
southeast
31,708.400562
19
27.7
0
male
yes
southwest
25,111.520859
43
26.7
2
female
yes
southwest
31,810.994506
34
33.25
1
female
no
northeast
8,439.561084
57
23.98
1
female
no
southeast
10,567.290065
22
31.35
1
male
no
northwest
4,326.107747
34
42.9
1
male
no
southwest
10,864.113164
58
32.395
1
female
no
northeast
14,318.763892
63
35.09
0
male
yes
southeast
39,061.500932
28
25.935
1
female
no
northwest
4,061.197505
30
27.7
0
female
no
southwest
4,305.716459
33
28.27
1
female
no
southeast
5,846.000173
63
36.3
0
female
no
southeast
15,836.845756
52
38.38
2
female
no
northeast
15,219.687364
55
27.645
0
male
no
northwest
11,132.099351
60
18.335
0
female
no
northeast
9,667.91524
23
41.91
0
male
no
southeast
7,430.315048
59
35.2
0
female
no
southeast
14,438.141126
45
38.285
0
female
no
northeast
12,538.276063
57
23.18
0
female
no
northwest
10,159.52421
31
38.39
2
male
no
southeast
9,150.112479
40
32.775
1
male
yes
northeast
33,453.833521
18
26.125
0
male
no
northeast
1,482.294883
44
38.95
0
female
yes
northwest
35,785.918434
43
38.06
2
male
yes
southeast
35,773.709262
58
31.825
2
female
no
northeast
14,551.899921
56
34.43
0
male
no
southeast
13,389.061052
28
33
2
female
no
southeast
6,580.848198
22
27.1
0
female
no
southwest
2,047.655282
21
26.4
1
female
no
southwest
1,979.993573
29
29.59
1
female
no
southeast
5,263.059518
18
29.165
0
female
no
northeast
2,525.647932
56
36.1
3
male
no
southwest
15,075.906906
31
25.935
1
male
no
northwest
4,813.532931
50
28.12
3
female
no
northwest
11,301.767826
18
21.47
0
male
no
northeast
-86.870947
49
42.68
2
female
no
southeast
15,240.393923
19
20.6
0
female
no
southwest
-914.373424
36
26.885
0
female
no
northwest
6,011.962293
26
29.92
1
female
no
southeast
4,603.372943
40
35.3
3
male
no
southwest
10,694.621571
19
31.825
1
female
no
northwest
3,733.891284
38
40.565
1
female
no
northwest
11,562.618598
30
44.22
2
male
no
southeast
10,858.386351
30
31.57
3
male
no
southeast
7,019.444352
62
38.095
2
female
no
northeast
17,693.373045
62
32.11
0
male
no
northeast
14,806.724863
49
29.83
1
male
no
northeast
11,122.748452
38
37.05
1
male
no
northeast
10,729.823913
21
35.72
0
female
no
northwest
5,135.539402
26
30
1
male
no
southwest
4,459.813597
62
26.695
0
male
yes
northeast
36,632.49755
42
34.1
0
male
no
southwest
9,528.22557
23
27.36
1
male
no
northwest
3,238.084171
32
29.8
2
female
no
southwest
6,378.119797
40
28.69
3
female
no
northwest
8,924.153523
31
29.1
0
female
no
southwest
5,034.621738
48
33.33
0
female
no
southeast
10,981.045289
34
33.7
1
female
no
southwest
7,781.453378
27
24.75
0
female
yes
southeast
26,343.430227
19
33.11
0
female
yes
southeast
27,105.718315
27
32.585
3
male
no
northeast
7,248.530471
45
25.7
3
female
no
southwest
8,762.003294
23
36.67
2
female
yes
northeast
30,842.092487
41
30.59
2
male
no
northwest
9,377.734602
30
24.4
3
male
yes
southwest
28,101.684553
47
25.41
1
male
yes
southeast
32,112.11252
62
21.4
0
male
no
southwest
10,386.664277
52
24.13
1
female
yes
northwest
33,271.291244
47
38.94
2
male
yes
southeast
37,098.253531
33
27.455
2
male
no
northwest
6,265.143805
50
26.41
0
male
no
northwest
9,430.91152
47
19.57
1
male
no
northwest
6,779.550131
49
22.515
0
male
no
northeast
8,231.637651
59
25.46
0
male
no
northwest
11,423.454948
53
36.6
3
male
no
southwest
14,473.526065
59
37.1
1
male
no
southwest
15,333.369009
51
33.915
0
female
no
northeast
12,607.035846

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