Datasets:
Welfab
/
Healthylife-insurance-charge-prediction-new

Dataset card Viewer Files Community
1
age
int64
18
64
bmi
float64
6
52.6
children
int64
0
5
smoker
stringclasses
4 values
region
stringclasses
9 values
sex
stringclasses
6 values
prediction
float64
-1,533.13
40.9k
23
18
3
no
southeast
male
661.303796
19
27.7
0
yes
southwest
male
25,088.853564
59
25.46
0
no
northwest
male
11,428.021575
22
27.1
0
no
southwest
female
2,056.99692
54
32.68
0
no
northeast
female
12,963.903452
23
41.91
0
no
southeast
male
7,440.841612
31
30.495
3
no
northeast
female
7,597.111085
34
31.92
1
yes
northeast
female
31,613.656841
32
31.5
1
no
southwest
male
6,516.350789
54
47.41
0
yes
southeast
female
40,888.422091
47
25.41
1
yes
southeast
male
32,087.383783
22
32.11
0
no
northwest
male
4,166.377345
57
23.98
1
no
southeast
female
10,573.587666
34
33.7
1
no
southwest
female
7,787.770192
19
31.825
1
no
northwest
female
3,741.857032
26
46.53
1
no
southeast
male
10,193.195353
19
25.745
1
no
northwest
female
1,693.415249
64
26.885
0
yes
northwest
female
36,825.503753
30
19.95
3
no
northwest
female
3,416.680485
38
40.565
1
no
northwest
female
11,565.962936
62
32.11
0
no
northeast
male
14,809.797668
45
38.285
0
no
northeast
female
12,540.982427
61
21.09
0
no
northwest
female
10,485.910959
29
29.64
1
no
northeast
male
5,928.112537
23
24.51
0
no
northeast
male
2,233.489501
41
33.06
2
no
northwest
female
10,233.225128
22
39.805
0
no
northeast
female
7,146.365011
60
24.53
0
no
southeast
female
11,103.968799
57
23.18
0
no
northwest
female
10,162.805803
47
38.94
2
yes
southeast
male
37,071.205332
49
29.83
1
no
northeast
male
11,128.41144
62
21.4
0
no
southwest
male
10,392.574536
36
29.92
0
no
southeast
female
6,756.397276
57
31.825
0
no
northwest
female
13,075.433962
26
33.915
1
no
northwest
male
6,227.130272
57
22.23
0
no
northeast
female
10,213.586903
54
28.88
2
no
northeast
female
12,534.356845
55
32.775
0
no
northwest
male
12,865.296075
40
28.69
3
no
northwest
female
8,929.458096
32
17.765
2
yes
northwest
female
26,385.514431
26
30
1
no
southwest
male
4,470.09311
60
28.9
0
no
southwest
male
12,405.806777
21
16.815
1
no
northeast
female
-430.754981
41
32.2
2
no
southwest
male
9,488.884173
62
26.695
0
yes
northeast
male
36,602.13316
36
26.885
0
no
northwest
female
6,017.975662
43
29.9
1
no
southwest
female
8,818.822372
47
45.32
1
no
southeast
female
15,195.206243
39
42.655
0
no
northeast
male
12,455.836023
19
33.11
0
yes
southeast
female
27,082.042006
53
33.25
0
no
northeast
female
12,899.130614
43
26.885
0
yes
northwest
female
31,432.404401
62
38.095
2
no
northeast
female
17,693.54046
56
36.1
3
no
southwest
male
15,080.430339
32
28.93
1
yes
southeast
male
29,421.10994
42
37.18
2
no
southeast
male
11,577.435113
23
36.67
2
yes
northeast
female
30,814.409934
23
37.1
3
no
southwest
male
6,942.474697
59
35.2
0
no
southeast
female
14,442.035107
35
35.86
2
no
southeast
female
9,351.586243
52
24.13
1
yes
northwest
female
33,240.897265
33
27.455
2
no
northwest
male
6,273.725415
33
28.27
1
no
southeast
female
5,855.4099
19
33.1
0
no
southwest
male
3,291.46435
30
43.12
2
no
southeast
female
10,513.516176
21
25.7
4
yes
southwest
male
26,630.111553
33
35.75
1
yes
southeast
male
31,975.682905
50
28.12
3
no
northwest
female
11,305.559227
43
35.64
1
no
southeast
female
10,906.61428
26
31.065
0
no
northwest
male
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29
35.5
2
yes
southwest
male
31,135.6608
59
27.83
3
no
southeast
female
13,235.067535
18
41.14
0
no
southeast
male
5,897.345967
25
24.3
3
no
southwest
female
3,160.172597
26
30.875
2
no
northwest
male
5,628.274134
30
24.4
3
yes
southwest
male
28,078.085896
40
32.775
1
yes
northeast
male
33,426.026089
18
26.315
0
no
northeast
female
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29
22.515
3
no
northeast
male
4,378.32433
30
27.7
0
no
southwest
female
4,313.659818
37
30.78
0
yes
northeast
female
31,574.652018
43
30.685
2
no
northwest
female
9,946.681067
61
23.655
0
no
northeast
male
11,704.369059
35
34.32
3
no
southeast
male
9,241.523849
49
22.515
0
no
northeast
male
8,238.515167
49
30.78
1
no
northeast
female
11,465.058874
43
32.6
2
no
southwest
male
10,137.278589
63
27.74
0
yes
northeast
female
37,227.601752
21
34.87
0
no
southeast
female
4,571.91155
28
27.5
2
no
southwest
female
4,583.377862
58
33.1
0
no
southwest
female
13,323.798695
45
25.7
3
no
southwest
female
8,768.138367
56
34.43
0
no
southeast
male
13,395.589566
31
36.3
2
yes
southwest
male
31,918.821124
52
46.75
5
no
southeast
female
18,662.524646
50
31.825
0
yes
northeast
male
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26
22.23
0
no
northwest
female
1,881.494874
26
35.42
0
no
southeast
male
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53
36.6
3
no
southwest
male
14,478.444958
47
29.37
1
no
southeast
female
9,821.415711