Datasets:
anirudhabokil
/
insurance_data

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index
int64
0
1.34k
age
int64
18
64
sex
stringclasses
2 values
bmi
float64
16
53.1
children
int64
0
5
smoker
stringclasses
2 values
region
stringclasses
4 values
charges
float64
1.12k
63.8k
1,000
30
male
22.99
2
yes
northwest
17,361.7661
1,001
24
male
32.7
0
yes
southwest
34,472.841
1,002
24
male
25.8
0
no
southwest
1,972.95
1,003
48
male
29.6
0
no
southwest
21,232.18226
1,004
47
male
19.19
1
no
northeast
8,627.5411
1,005
29
male
31.73
2
no
northwest
4,433.3877
1,006
28
male
29.26
2
no
northeast
4,438.2634
1,007
47
male
28.215
3
yes
northwest
24,915.22085
1,008
25
male
24.985
2
no
northeast
23,241.47453
1,009
51
male
27.74
1
no
northeast
9,957.7216
1,010
48
female
22.8
0
no
southwest
8,269.044
1,011
43
male
20.13
2
yes
southeast
18,767.7377
1,012
61
female
33.33
4
no
southeast
36,580.28216
1,013
48
male
32.3
1
no
northwest
8,765.249
1,014
38
female
27.6
0
no
southwest
5,383.536
1,015
59
male
25.46
0
no
northwest
12,124.9924
1,016
19
female
24.605
1
no
northwest
2,709.24395
1,017
26
female
34.2
2
no
southwest
3,987.926
1,018
54
female
35.815
3
no
northwest
12,495.29085
1,019
21
female
32.68
2
no
northwest
26,018.95052
1,020
51
male
37
0
no
southwest
8,798.593
1,021
22
female
31.02
3
yes
southeast
35,595.5898
1,022
47
male
36.08
1
yes
southeast
42,211.1382
1,023
18
male
23.32
1
no
southeast
1,711.0268
1,024
47
female
45.32
1
no
southeast
8,569.8618
1,025
21
female
34.6
0
no
southwest
2,020.177
1,026
19
male
26.03
1
yes
northwest
16,450.8947
1,027
23
male
18.715
0
no
northwest
21,595.38229
1,028
54
male
31.6
0
no
southwest
9,850.432
1,029
37
female
17.29
2
no
northeast
6,877.9801
1,030
46
female
23.655
1
yes
northwest
21,677.28345
1,031
55
female
35.2
0
yes
southeast
44,423.803
1,032
30
female
27.93
0
no
northeast
4,137.5227
1,033
18
male
21.565
0
yes
northeast
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1,034
61
male
38.38
0
no
northwest
12,950.0712
1,035
54
female
23
3
no
southwest
12,094.478
1,036
22
male
37.07
2
yes
southeast
37,484.4493
1,037
45
female
30.495
1
yes
northwest
39,725.51805
1,038
22
male
28.88
0
no
northeast
2,250.8352
1,039
19
male
27.265
2
no
northwest
22,493.65964
1,040
35
female
28.025
0
yes
northwest
20,234.85475
1,041
18
male
23.085
0
no
northeast
1,704.70015
1,042
20
male
30.685
0
yes
northeast
33,475.81715
1,043
28
female
25.8
0
no
southwest
3,161.454
1,044
55
male
35.245
1
no
northeast
11,394.06555
1,045
43
female
24.7
2
yes
northwest
21,880.82
1,046
43
female
25.08
0
no
northeast
7,325.0482
1,047
22
male
52.58
1
yes
southeast
44,501.3982
1,048
25
female
22.515
1
no
northwest
3,594.17085
1,049
49
male
30.9
0
yes
southwest
39,727.614
1,050
44
female
36.955
1
no
northwest
8,023.13545
1,051
64
male
26.41
0
no
northeast
14,394.5579
1,052
49
male
29.83
1
no
northeast
9,288.0267
1,053
47
male
29.8
3
yes
southwest
25,309.489
1,054
27
female
21.47
0
no
northwest
3,353.4703
1,055
55
male
27.645
0
no
northwest
10,594.50155
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48
female
28.9
0
no
southwest
8,277.523
1,057
45
female
31.79
0
no
southeast
17,929.30337
1,058
24
female
39.49
0
no
southeast
2,480.9791
1,059
32
male
33.82
1
no
northwest
4,462.7218
1,060
24
male
32.01
0
no
southeast
1,981.5819
1,061
57
male
27.94
1
no
southeast
11,554.2236
1,062
59
male
41.14
1
yes
southeast
48,970.2476
1,063
36
male
28.595
3
no
northwest
6,548.19505
1,064
29
female
25.6
4
no
southwest
5,708.867
1,065
42
female
25.3
1
no
southwest
7,045.499
1,066
48
male
37.29
2
no
southeast
8,978.1851
1,067
39
male
42.655
0
no
northeast
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1,068
63
male
21.66
1
no
northwest
14,349.8544
1,069
54
female
31.9
1
no
southeast
10,928.849
1,070
37
male
37.07
1
yes
southeast
39,871.7043
1,071
63
male
31.445
0
no
northeast
13,974.45555
1,072
21
male
31.255
0
no
northwest
1,909.52745
1,073
54
female
28.88
2
no
northeast
12,096.6512
1,074
60
female
18.335
0
no
northeast
13,204.28565
1,075
32
female
29.59
1
no
southeast
4,562.8421
1,076
47
female
32
1
no
southwest
8,551.347
1,077
21
male
26.03
0
no
northeast
2,102.2647
1,078
28
male
31.68
0
yes
southeast
34,672.1472
1,079
63
male
33.66
3
no
southeast
15,161.5344
1,080
18
male
21.78
2
no
southeast
11,884.04858
1,081
32
male
27.835
1
no
northwest
4,454.40265
1,082
38
male
19.95
1
no
northwest
5,855.9025
1,083
32
male
31.5
1
no
southwest
4,076.497
1,084
62
female
30.495
2
no
northwest
15,019.76005
1,085
39
female
18.3
5
yes
southwest
19,023.26
1,086
55
male
28.975
0
no
northeast
10,796.35025
1,087
57
male
31.54
0
no
northwest
11,353.2276
1,088
52
male
47.74
1
no
southeast
9,748.9106
1,089
56
male
22.1
0
no
southwest
10,577.087
1,090
47
male
36.19
0
yes
southeast
41,676.0811
1,091
55
female
29.83
0
no
northeast
11,286.5387
1,092
23
male
32.7
3
no
southwest
3,591.48
1,093
22
female
30.4
0
yes
northwest
33,907.548
1,094
50
female
33.7
4
no
southwest
11,299.343
1,095
18
female
31.35
4
no
northeast
4,561.1885
1,096
51
female
34.96
2
yes
northeast
44,641.1974
1,097
22
male
33.77
0
no
southeast
1,674.6323
1,098
52
female
30.875
0
no
northeast
23,045.56616
1,099
25
female
33.99
1
no
southeast
3,227.1211