age
int64
18
64
bmi
float64
17.3
52.6
children
int64
0
5
sex
stringclasses
3 values
smoker
stringclasses
2 values
region
stringclasses
4 values
prediction
float64
-1,545.57
40.9k
45
31
1
Female
yes
southeast
33,491.804319
44
31.35
1
male
yes
northeast
34,001.379457
44
31.35
1
male
yes
northeast
34,001.379457
30
24.4
3
male
yes
southwest
28,101.684553
64
26.885
0
female
yes
northwest
36,858.410912
44
39.52
0
male
no
northwest
12,308.340641
26
30.875
2
male
no
northwest
5,619.170392
18
29.165
0
female
no
northeast
2,525.647932
42
34.1
0
male
no
southwest
9,528.22557
19
31.92
0
male
yes
northwest
26,973.173457
58
31.825
2
female
no
northeast
14,551.899921
22
21.28
3
female
no
northwest
1,800.735008
58
32.395
1
female
no
northeast
14,318.763892
62
26.695
0
male
yes
northeast
36,632.49755
19
33.11
0
female
yes
southeast
27,105.718315
30
43.12
2
female
no
southeast
10,506.176235
60
18.335
0
female
no
northeast
9,667.91524
31
34.39
3
male
yes
northwest
32,165.33688
41
32.2
2
male
no
southwest
9,481.331583
64
22.99
0
female
yes
southeast
35,258.248451
22
23.18
0
female
no
northeast
1,536.051832
52
46.75
5
female
no
southeast
18,659.124078
49
22.515
0
male
no
northeast
8,231.637651
33
27.455
2
male
no
northwest
6,265.143805
53
20.9
0
male
yes
southeast
31,708.400562
21
26.4
1
female
no
southwest
1,979.993573
22
32.11
0
male
no
northwest
4,157.019303
56
25.65
0
female
no
northwest
10,735.167107
56
36.1
3
male
no
southwest
15,075.906906
30
19.95
3
female
no
northwest
3,408.20756
43
35.97
3
male
yes
southeast
35,494.464612
36
29.92
0
female
no
southeast
6,747.851217
52
37.525
2
female
no
northwest
14,560.795906
30
27.93
0
female
no
northeast
5,193.047101
19
27.7
0
male
yes
southwest
25,111.520859
26
35.42
0
male
no
southeast
6,013.511503
19
31.825
1
female
no
northwest
3,733.891284
54
32.68
0
female
no
northeast
12,961.653662
49
42.68
2
female
no
southeast
15,240.393923
57
31.16
0
female
yes
northwest
36,500.65163
50
31.825
0
male
yes
northeast
35,278.073871
33
35.75
2
male
no
southeast
8,774.139553
63
37.7
0
female
yes
southwest
39,807.969127
57
23.18
0
female
no
northwest
10,159.52421
45
39.805
0
male
no
northeast
13,032.065051
51
34.2
1
female
no
southwest
12,318.586653
35
34.21
1
female
no
southeast
8,362.281343
32
17.765
2
female
yes
northwest
26,411.461818
31
38.39
2
male
no
southeast
9,150.112479
48
40.15
0
male
no
southeast
13,261.424802
18
35.2
1
male
no
southeast
4,308.824279
19
20.6
0
female
no
southwest
-914.373424
39
32.34
2
male
no
southeast
9,166.508186
27
30.4
3
female
no
northwest
6,159.897611
47
26.6
2
female
no
northeast
9,963.858573
62
38.095
2
female
no
northeast
17,693.373045
22
33.77
0
male
no
southeast
4,429.405969
34
42.9
1
male
no
southwest
10,864.113164
52
18.335
0
female
no
northwest
7,241.432267
21
35.72
0
female
no
northwest
5,135.539402
22
39.805
0
female
no
northeast
7,140.215508
56
34.43
0
male
no
southeast
13,389.061052
60
28.595
0
male
no
northeast
13,107.893131
49
25.6
2
male
yes
southwest
32,963.455242
28
31.68
0
male
yes
southeast
28,917.865626
63
27.74
0
female
yes
northeast
37,260.326664
21
34.87
0
female
no
southeast
4,561.823762
59
37.1
1
male
no
southwest
15,333.369009
40
29.3
4
female
no
southwest
9,115.936735
29
35.5
2
male
yes
southwest
31,161.15739
48
33.33
0
female
no
southeast
10,981.045289
64
40.48
0
male
no
southeast
17,484.276638
30
27.7
0
female
no
southwest
4,305.716459
34
31.92
1
female
yes
northeast
31,642.356845
63
35.09
0
male
yes
southeast
39,061.500932
32
28.93
1
male
yes
southeast
29,444.042715
59
27.5
1
male
no
southwest
12,097.28051
19
30.59
0
male
no
northwest
2,873.711507
45
25.175
2
female
no
northeast
8,969.550274
46
42.35
3
male
yes
southeast
38,416.042211
38
40.565
1
female
no
northwest
11,562.618598
46
32.3
2
female
no
northeast
11,628.310413
23
28.12
0
female
no
northwest
3,087.587418
35
35.86
2
female
no
southeast
9,343.762837
30
23.655
3
female
yes
northwest
28,308.264321
49
30.78
1
female
no
northeast
11,461.578068
55
27.645
0
male
no
northwest
11,132.099351
43
35.64
1
female
no
southeast
10,900.129339
24
35.86
0
male
no
southeast
5,647.880814
63
31.8
0
female
no
southwest
14,167.994215
58
33.1
0
female
no
southwest
13,321.336003
57
31.825
0
female
no
northwest
13,073.689322
40
32.775
1
male
yes
northeast
33,453.833521
18
21.47
0
male
no
northeast
-86.870947
21
33.63
2
female
no
northwest
5,281.573535
34
33.7
1
female
no
southwest
7,781.453378
18
26.125
0
male
no
northeast
1,482.294883
19
25.745
1
female
no
northwest
1,684.368568
39
32.8
0
female
no
southwest
8,337.669827
23
36.67
2
female
yes
northeast
30,842.092487

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