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wenleicao/Medical_Cost.csv

Last active September 17, 2019 03:38
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Medical cost dataset
this dataset is about insurance cost. Originally published at Kaggle. download.

Each row of record represent one patient.

This dataset contain information about age, gender, bmi, has children or not, smoking, region and medical cost. The PHI info has been removed.

Raw
Medical_Cost.csv
age sex bmi children smoker region charges
19 female 27.9 0 yes southwest 16884.92
18 male 33.77 1 no southeast 1725.552
28 male 33 3 no southeast 4449.462
33 male 22.705 0 no northwest 21984.47
32 male 28.88 0 no northwest 3866.855
31 female 25.74 0 no southeast 3756.622
46 female 33.44 1 no southeast 8240.59
37 female 27.74 3 no northwest 7281.506
37 male 29.83 2 no northeast 6406.411
60 female 25.84 0 no northwest 28923.14
25 male 26.22 0 no northeast 2721.321
62 female 26.29 0 yes southeast 27808.73
23 male 34.4 0 no southwest 1826.843
56 female 39.82 0 no southeast 11090.72
27 male 42.13 0 yes southeast 39611.76
19 male 24.6 1 no southwest 1837.237
52 female 30.78 1 no northeast 10797.34
23 male 23.845 0 no northeast 2395.172
56 male 40.3 0 no southwest 10602.39
30 male 35.3 0 yes southwest 36837.47
60 female 36.005 0 no northeast 13228.85
30 female 32.4 1 no southwest 4149.736
18 male 34.1 0 no southeast 1137.011
34 female 31.92 1 yes northeast 37701.88
37 male 28.025 2 no northwest 6203.902
59 female 27.72 3 no southeast 14001.13
63 female 23.085 0 no northeast 14451.84
55 female 32.775 2 no northwest 12268.63
23 male 17.385 1 no northwest 2775.192
31 male 36.3 2 yes southwest 38711
22 male 35.6 0 yes southwest 35585.58
18 female 26.315 0 no northeast 2198.19
19 female 28.6 5 no southwest 4687.797
63 male 28.31 0 no northwest 13770.1
28 male 36.4 1 yes southwest 51194.56
19 male 20.425 0 no northwest 1625.434
62 female 32.965 3 no northwest 15612.19
26 male 20.8 0 no southwest 2302.3
35 male 36.67 1 yes northeast 39774.28
60 male 39.9 0 yes southwest 48173.36
24 female 26.6 0 no northeast 3046.062
31 female 36.63 2 no southeast 4949.759
41 male 21.78 1 no southeast 6272.477
37 female 30.8 2 no southeast 6313.759
38 male 37.05 1 no northeast 6079.672
55 male 37.3 0 no southwest 20630.28
18 female 38.665 2 no northeast 3393.356
28 female 34.77 0 no northwest 3556.922
60 female 24.53 0 no southeast 12629.9
36 male 35.2 1 yes southeast 38709.18
18 female 35.625 0 no northeast 2211.131
21 female 33.63 2 no northwest 3579.829
48 male 28 1 yes southwest 23568.27
36 male 34.43 0 yes southeast 37742.58
40 female 28.69 3 no northwest 8059.679
58 male 36.955 2 yes northwest 47496.49
58 female 31.825 2 no northeast 13607.37
18 male 31.68 2 yes southeast 34303.17
53 female 22.88 1 yes southeast 23244.79
34 female 37.335 2 no northwest 5989.524
43 male 27.36 3 no northeast 8606.217
25 male 33.66 4 no southeast 4504.662
64 male 24.7 1 no northwest 30166.62
28 female 25.935 1 no northwest 4133.642
20 female 22.42 0 yes northwest 14711.74
19 female 28.9 0 no southwest 1743.214
61 female 39.1 2 no southwest 14235.07
40 male 26.315 1 no northwest 6389.378
40 female 36.19 0 no southeast 5920.104
28 male 23.98 3 yes southeast 17663.14
27 female 24.75 0 yes southeast 16577.78
31 male 28.5 5 no northeast 6799.458
53 female 28.1 3 no southwest 11741.73
58 male 32.01 1 no southeast 11946.63
44 male 27.4 2 no southwest 7726.854
57 male 34.01 0 no northwest 11356.66
29 female 29.59 1 no southeast 3947.413
21 male 35.53 0 no southeast 1532.47
22 female 39.805 0 no northeast 2755.021
41 female 32.965 0 no northwest 6571.024
31 male 26.885 1 no northeast 4441.213
45 female 38.285 0 no northeast 7935.291
22 male 37.62 1 yes southeast 37165.16
48 female 41.23 4 no northwest 11033.66
37 female 34.8 2 yes southwest 39836.52
45 male 22.895 2 yes northwest 21098.55
57 female 31.16 0 yes northwest 43578.94
56 female 27.2 0 no southwest 11073.18
46 female 27.74 0 no northwest 8026.667
55 female 26.98 0 no northwest 11082.58
21 female 39.49 0 no southeast 2026.974
53 female 24.795 1 no northwest 10942.13
59 male 29.83 3 yes northeast 30184.94
35 male 34.77 2 no northwest 5729.005
64 female 31.3 2 yes southwest 47291.06
28 female 37.62 1 no southeast 3766.884
54 female 30.8 3 no southwest 12105.32
55 male 38.28 0 no southeast 10226.28
56 male 19.95 0 yes northeast 22412.65
38 male 19.3 0 yes southwest 15820.7
41 female 31.6 0 no southwest 6186.127
30 male 25.46 0 no northeast 3645.089
18 female 30.115 0 no northeast 21344.85
61 female 29.92 3 yes southeast 30942.19
34 female 27.5 1 no southwest 5003.853
20 male 28.025 1 yes northwest 17560.38
19 female 28.4 1 no southwest 2331.519
26 male 30.875 2 no northwest 3877.304
29 male 27.94 0 no southeast 2867.12
63 male 35.09 0 yes southeast 47055.53
54 male 33.63 1 no northwest 10825.25
55 female 29.7 2 no southwest 11881.36
37 male 30.8 0 no southwest 4646.759
21 female 35.72 0 no northwest 2404.734
52 male 32.205 3 no northeast 11488.32
60 male 28.595 0 no northeast 30260
58 male 49.06 0 no southeast 11381.33
29 female 27.94 1 yes southeast 19107.78
49 female 27.17 0 no southeast 8601.329
37 female 23.37 2 no northwest 6686.431
44 male 37.1 2 no southwest 7740.337
18 male 23.75 0 no northeast 1705.625
20 female 28.975 0 no northwest 2257.475
44 male 31.35 1 yes northeast 39556.49
47 female 33.915 3 no northwest 10115.01
26 female 28.785 0 no northeast 3385.399
19 female 28.3 0 yes southwest 17081.08
52 female 37.4 0 no southwest 9634.538
32 female 17.765 2 yes northwest 32734.19
38 male 34.7 2 no southwest 6082.405
59 female 26.505 0 no northeast 12815.44
61 female 22.04 0 no northeast 13616.36
53 female 35.9 2 no southwest 11163.57
19 male 25.555 0 no northwest 1632.564
20 female 28.785 0 no northeast 2457.211
22 female 28.05 0 no southeast 2155.682
19 male 34.1 0 no southwest 1261.442
22 male 25.175 0 no northwest 2045.685
54 female 31.9 3 no southeast 27322.73
22 female 36 0 no southwest 2166.732
34 male 22.42 2 no northeast 27375.9
26 male 32.49 1 no northeast 3490.549
34 male 25.3 2 yes southeast 18972.5
29 male 29.735 2 no northwest 18157.88
30 male 28.69 3 yes northwest 20745.99
29 female 38.83 3 no southeast 5138.257
46 male 30.495 3 yes northwest 40720.55
51 female 37.73 1 no southeast 9877.608
53 female 37.43 1 no northwest 10959.69
19 male 28.4 1 no southwest 1842.519
35 male 24.13 1 no northwest 5125.216
48 male 29.7 0 no southeast 7789.635
32 female 37.145 3 no northeast 6334.344
42 female 23.37 0 yes northeast 19964.75
40 female 25.46 1 no northeast 7077.189
44 male 39.52 0 no northwest 6948.701
48 male 24.42 0 yes southeast 21223.68
18 male 25.175 0 yes northeast 15518.18
30 male 35.53 0 yes southeast 36950.26
50 female 27.83 3 no southeast 19749.38
42 female 26.6 0 yes northwest 21348.71
18 female 36.85 0 yes southeast 36149.48
54 male 39.6 1 no southwest 10450.55
32 female 29.8 2 no southwest 5152.134
37 male 29.64 0 no northwest 5028.147
47 male 28.215 4 no northeast 10407.09
20 female 37 5 no southwest 4830.63
32 female 33.155 3 no northwest 6128.797
19 female 31.825 1 no northwest 2719.28
27 male 18.905 3 no northeast 4827.905
63 male 41.47 0 no southeast 13405.39
49 male 30.3 0 no southwest 8116.68
18 male 15.96 0 no northeast 1694.796
35 female 34.8 1 no southwest 5246.047
24 female 33.345 0 no northwest 2855.438
63 female 37.7 0 yes southwest 48824.45
38 male 27.835 2 no northwest 6455.863
54 male 29.2 1 no southwest 10436.1
46 female 28.9 2 no southwest 8823.279
41 female 33.155 3 no northeast 8538.288
58 male 28.595 0 no northwest 11735.88
18 female 38.28 0 no southeast 1631.821
22 male 19.95 3 no northeast 4005.423
44 female 26.41 0 no northwest 7419.478
44 male 30.69 2 no southeast 7731.427
36 male 41.895 3 yes northeast 43753.34
26 female 29.92 2 no southeast 3981.977
30 female 30.9 3 no southwest 5325.651
41 female 32.2 1 no southwest 6775.961
29 female 32.11 2 no northwest 4922.916
61 male 31.57 0 no southeast 12557.61
36 female 26.2 0 no southwest 4883.866
25 male 25.74 0 no southeast 2137.654
56 female 26.6 1 no northwest 12044.34
18 male 34.43 0 no southeast 1137.47
19 male 30.59 0 no northwest 1639.563
39 female 32.8 0 no southwest 5649.715
45 female 28.6 2 no southeast 8516.829
51 female 18.05 0 no northwest 9644.253
64 female 39.33 0 no northeast 14901.52
19 female 32.11 0 no northwest 2130.676
48 female 32.23 1 no southeast 8871.152
60 female 24.035 0 no northwest 13012.21
27 female 36.08 0 yes southeast 37133.9
46 male 22.3 0 no southwest 7147.105
28 female 28.88 1 no northeast 4337.735
59 male 26.4 0 no southeast 11743.3
35 male 27.74 2 yes northeast 20984.09
63 female 31.8 0 no southwest 13880.95
40 male 41.23 1 no northeast 6610.11
20 male 33 1 no southwest 1980.07
40 male 30.875 4 no northwest 8162.716
24 male 28.5 2 no northwest 3537.703
34 female 26.73 1 no southeast 5002.783
45 female 30.9 2 no southwest 8520.026
41 female 37.1 2 no southwest 7371.772
53 female 26.6 0 no northwest 10355.64
27 male 23.1 0 no southeast 2483.736
26 female 29.92 1 no southeast 3392.977
24 female 23.21 0 no southeast 25081.77
34 female 33.7 1 no southwest 5012.471
53 female 33.25 0 no northeast 10564.88
32 male 30.8 3 no southwest 5253.524
19 male 34.8 0 yes southwest 34779.62
42 male 24.64 0 yes southeast 19515.54
55 male 33.88 3 no southeast 11987.17
28 male 38.06 0 no southeast 2689.495
58 female 41.91 0 no southeast 24227.34
41 female 31.635 1 no northeast 7358.176
47 male 25.46 2 no northeast 9225.256
42 female 36.195 1 no northwest 7443.643
59 female 27.83 3 no southeast 14001.29
19 female 17.8 0 no southwest 1727.785
59 male 27.5 1 no southwest 12333.83
39 male 24.51 2 no northwest 6710.192
40 female 22.22 2 yes southeast 19444.27
18 female 26.73 0 no southeast 1615.767
31 male 38.39 2 no southeast 4463.205
19 male 29.07 0 yes northwest 17352.68
44 male 38.06 1 no southeast 7152.671
23 female 36.67 2 yes northeast 38511.63
33 female 22.135 1 no northeast 5354.075
55 female 26.8 1 no southwest 35160.13
40 male 35.3 3 no southwest 7196.867
63 female 27.74 0 yes northeast 29523.17
54 male 30.02 0 no northwest 24476.48
60 female 38.06 0 no southeast 12648.7
24 male 35.86 0 no southeast 1986.933
19 male 20.9 1 no southwest 1832.094
29 male 28.975 1 no northeast 4040.558
18 male 17.29 2 yes northeast 12829.46
63 female 32.2 2 yes southwest 47305.31
54 male 34.21 2 yes southeast 44260.75
27 male 30.3 3 no southwest 4260.744
50 male 31.825 0 yes northeast 41097.16
55 female 25.365 3 no northeast 13047.33
56 male 33.63 0 yes northwest 43921.18
38 female 40.15 0 no southeast 5400.981
51 male 24.415 4 no northwest 11520.1
19 male 31.92 0 yes northwest 33750.29
58 female 25.2 0 no southwest 11837.16
20 female 26.84 1 yes southeast 17085.27
52 male 24.32 3 yes northeast 24869.84
19 male 36.955 0 yes northwest 36219.41
53 female 38.06 3 no southeast 20463
46 male 42.35 3 yes southeast 46151.12
40 male 19.8 1 yes southeast 17179.52
59 female 32.395 3 no northeast 14590.63
45 male 30.2 1 no southwest 7441.053
49 male 25.84 1 no northeast 9282.481
18 male 29.37 1 no southeast 1719.436
50 male 34.2 2 yes southwest 42856.84
41 male 37.05 2 no northwest 7265.703
50 male 27.455 1 no northeast 9617.662
25 male 27.55 0 no northwest 2523.17
47 female 26.6 2 no northeast 9715.841
19 male 20.615 2 no northwest 2803.698
22 female 24.3 0 no southwest 2150.469
59 male 31.79 2 no southeast 12928.79
51 female 21.56 1 no southeast 9855.131
40 female 28.12 1 yes northeast 22331.57
54 male 40.565 3 yes northeast 48549.18
30 male 27.645 1 no northeast 4237.127
55 female 32.395 1 no northeast 11879.1
52 female 31.2 0 no southwest 9625.92
46 male 26.62 1 no southeast 7742.11
46 female 48.07 2 no northeast 9432.925
63 female 26.22 0 no northwest 14256.19
59 female 36.765 1 yes northeast 47896.79
52 male 26.4 3 no southeast 25992.82
28 female 33.4 0 no southwest 3172.018
29 male 29.64 1 no northeast 20277.81
25 male 45.54 2 yes southeast 42112.24
22 female 28.82 0 no southeast 2156.752
25 male 26.8 3 no southwest 3906.127
18 male 22.99 0 no northeast 1704.568
19 male 27.7 0 yes southwest 16297.85
47 male 25.41 1 yes southeast 21978.68
31 male 34.39 3 yes northwest 38746.36
48 female 28.88 1 no northwest 9249.495
36 male 27.55 3 no northeast 6746.743
53 female 22.61 3 yes northeast 24873.38
56 female 37.51 2 no southeast 12265.51
28 female 33 2 no southeast 4349.462
57 female 38 2 no southwest 12646.21
29 male 33.345 2 no northwest 19442.35
28 female 27.5 2 no southwest 20177.67
30 female 33.33 1 no southeast 4151.029
58 male 34.865 0 no northeast 11944.59
41 female 33.06 2 no northwest 7749.156
50 male 26.6 0 no southwest 8444.474
19 female 24.7 0 no southwest 1737.376
43 male 35.97 3 yes southeast 42124.52
49 male 35.86 0 no southeast 8124.408
27 female 31.4 0 yes southwest 34838.87
52 male 33.25 0 no northeast 9722.77
50 male 32.205 0 no northwest 8835.265
54 male 32.775 0 no northeast 10435.07
44 female 27.645 0 no northwest 7421.195
32 male 37.335 1 no northeast 4667.608
34 male 25.27 1 no northwest 4894.753
26 female 29.64 4 no northeast 24671.66
34 male 30.8 0 yes southwest 35491.64
57 male 40.945 0 no northeast 11566.3
29 male 27.2 0 no southwest 2866.091
40 male 34.105 1 no northeast 6600.206
27 female 23.21 1 no southeast 3561.889
45 male 36.48 2 yes northwest 42760.5
64 female 33.8 1 yes southwest 47928.03
52 male 36.7 0 no southwest 9144.565
61 female 36.385 1 yes northeast 48517.56
52 male 27.36 0 yes northwest 24393.62
61 female 31.16 0 no northwest 13429.04
56 female 28.785 0 no northeast 11658.38
43 female 35.72 2 no northeast 19144.58
64 male 34.5 0 no southwest 13822.8
60 male 25.74 0 no southeast 12142.58
62 male 27.55 1 no northwest 13937.67
50 male 32.3 1 yes northeast 41919.1
46 female 27.72 1 no southeast 8232.639
24 female 27.6 0 no southwest 18955.22
62 male 30.02 0 no northwest 13352.1
60 female 27.55 0 no northeast 13217.09
63 male 36.765 0 no northeast 13981.85
49 female 41.47 4 no southeast 10977.21
34 female 29.26 3 no southeast 6184.299
33 male 35.75 2 no southeast 4890
46 male 33.345 1 no northeast 8334.458
36 female 29.92 1 no southeast 5478.037
19 male 27.835 0 no northwest 1635.734
57 female 23.18 0 no northwest 11830.61
50 female 25.6 0 no southwest 8932.084
30 female 27.7 0 no southwest 3554.203
33 male 35.245 0 no northeast 12404.88
18 female 38.28 0 no southeast 14133.04
46 male 27.6 0 no southwest 24603.05
46 male 43.89 3 no southeast 8944.115
47 male 29.83 3 no northwest 9620.331
23 male 41.91 0 no southeast 1837.282
18 female 20.79 0 no southeast 1607.51
48 female 32.3 2 no northeast 10043.25
35 male 30.5 1 no southwest 4751.07
19 female 21.7 0 yes southwest 13844.51
21 female 26.4 1 no southwest 2597.779
21 female 21.89 2 no southeast 3180.51
49 female 30.78 1 no northeast 9778.347
56 female 32.3 3 no northeast 13430.27
42 female 24.985 2 no northwest 8017.061
44 male 32.015 2 no northwest 8116.269
18 male 30.4 3 no northeast 3481.868
61 female 21.09 0 no northwest 13415.04
57 female 22.23 0 no northeast 12029.29
42 female 33.155 1 no northeast 7639.417
26 male 32.9 2 yes southwest 36085.22
20 male 33.33 0 no southeast 1391.529
23 female 28.31 0 yes northwest 18033.97
39 female 24.89 3 yes northeast 21659.93
24 male 40.15 0 yes southeast 38126.25
64 female 30.115 3 no northwest 16455.71
62 male 31.46 1 no southeast 27000.98
27 female 17.955 2 yes northeast 15006.58
55 male 30.685 0 yes northeast 42303.69
55 male 33 0 no southeast 20781.49
35 female 43.34 2 no southeast 5846.918
44 male 22.135 2 no northeast 8302.536
19 male 34.4 0 no southwest 1261.859
58 female 39.05 0 no southeast 11856.41
50 male 25.365 2 no northwest 30284.64
26 female 22.61 0 no northwest 3176.816
24 female 30.21 3 no northwest 4618.08
48 male 35.625 4 no northeast 10736.87
19 female 37.43 0 no northwest 2138.071
48 male 31.445 1 no northeast 8964.061
49 male 31.35 1 no northeast 9290.14
46 female 32.3 2 no northeast 9411.005
46 male 19.855 0 no northwest 7526.706
43 female 34.4 3 no southwest 8522.003
21 male 31.02 0 no southeast 16586.5
64 male 25.6 2 no southwest 14988.43
18 female 38.17 0 no southeast 1631.668
51 female 20.6 0 no southwest 9264.797
47 male 47.52 1 no southeast 8083.92
64 female 32.965 0 no northwest 14692.67
49 male 32.3 3 no northwest 10269.46
31 male 20.4 0 no southwest 3260.199
52 female 38.38 2 no northeast 11396.9
33 female 24.31 0 no southeast 4185.098
47 female 23.6 1 no southwest 8539.671
38 male 21.12 3 no southeast 6652.529
32 male 30.03 1 no southeast 4074.454
19 male 17.48 0 no northwest 1621.34
44 female 20.235 1 yes northeast 19594.81
26 female 17.195 2 yes northeast 14455.64
25 male 23.9 5 no southwest 5080.096
19 female 35.15 0 no northwest 2134.902
43 female 35.64 1 no southeast 7345.727
52 male 34.1 0 no southeast 9140.951
36 female 22.6 2 yes southwest 18608.26
64 male 39.16 1 no southeast 14418.28
63 female 26.98 0 yes northwest 28950.47
64 male 33.88 0 yes southeast 46889.26
61 male 35.86 0 yes southeast 46599.11
40 male 32.775 1 yes northeast 39125.33
25 male 30.59 0 no northeast 2727.395
48 male 30.2 2 no southwest 8968.33
45 male 24.31 5 no southeast 9788.866
38 female 27.265 1 no northeast 6555.07
18 female 29.165 0 no northeast 7323.735
21 female 16.815 1 no northeast 3167.456
27 female 30.4 3 no northwest 18804.75
19 male 33.1 0 no southwest 23082.96
29 female 20.235 2 no northwest 4906.41
42 male 26.9 0 no southwest 5969.723
60 female 30.5 0 no southwest 12638.2
31 male 28.595 1 no northwest 4243.59
60 male 33.11 3 no southeast 13919.82
22 male 31.73 0 no northeast 2254.797
35 male 28.9 3 no southwest 5926.846
52 female 46.75 5 no southeast 12592.53
26 male 29.45 0 no northeast 2897.324
31 female 32.68 1 no northwest 4738.268
33 female 33.5 0 yes southwest 37079.37
18 male 43.01 0 no southeast 1149.396
59 female 36.52 1 no southeast 28287.9
56 male 26.695 1 yes northwest 26109.33
45 female 33.1 0 no southwest 7345.084
60 male 29.64 0 no northeast 12731
56 female 25.65 0 no northwest 11454.02
40 female 29.6 0 no southwest 5910.944
35 male 38.6 1 no southwest 4762.329
39 male 29.6 4 no southwest 7512.267
30 male 24.13 1 no northwest 4032.241
24 male 23.4 0 no southwest 1969.614
20 male 29.735 0 no northwest 1769.532
32 male 46.53 2 no southeast 4686.389
59 male 37.4 0 no southwest 21797
55 female 30.14 2 no southeast 11881.97
57 female 30.495 0 no northwest 11840.78
56 male 39.6 0 no southwest 10601.41
40 female 33 3 no southeast 7682.67
49 female 36.63 3 no southeast 10381.48
42 male 30 0 yes southwest 22144.03
62 female 38.095 2 no northeast 15230.32
56 male 25.935 0 no northeast 11165.42
19 male 25.175 0 no northwest 1632.036
30 female 28.38 1 yes southeast 19521.97
60 female 28.7 1 no southwest 13224.69
56 female 33.82 2 no northwest 12643.38
28 female 24.32 1 no northeast 23288.93
18 female 24.09 1 no southeast 2201.097
27 male 32.67 0 no southeast 2497.038
18 female 30.115 0 no northeast 2203.472
19 female 29.8 0 no southwest 1744.465
47 female 33.345 0 no northeast 20878.78
54 male 25.1 3 yes southwest 25382.3
61 male 28.31 1 yes northwest 28868.66
24 male 28.5 0 yes northeast 35147.53
25 male 35.625 0 no northwest 2534.394
21 male 36.85 0 no southeast 1534.305
23 male 32.56 0 no southeast 1824.285
63 male 41.325 3 no northwest 15555.19
49 male 37.51 2 no southeast 9304.702
18 female 31.35 0 no southeast 1622.189
51 female 39.5 1 no southwest 9880.068
48 male 34.3 3 no southwest 9563.029
31 female 31.065 0 no northeast 4347.023
54 female 21.47 3 no northwest 12475.35
19 male 28.7 0 no southwest 1253.936
44 female 38.06 0 yes southeast 48885.14
53 male 31.16 1 no northwest 10461.98
19 female 32.9 0 no southwest 1748.774
61 female 25.08 0 no southeast 24513.09
18 female 25.08 0 no northeast 2196.473
61 male 43.4 0 no southwest 12574.05
21 male 25.7 4 yes southwest 17942.11
20 male 27.93 0 no northeast 1967.023
31 female 23.6 2 no southwest 4931.647
45 male 28.7 2 no southwest 8027.968
44 female 23.98 2 no southeast 8211.1
62 female 39.2 0 no southwest 13470.86
29 male 34.4 0 yes southwest 36197.7
43 male 26.03 0 no northeast 6837.369
51 male 23.21 1 yes southeast 22218.11
19 male 30.25 0 yes southeast 32548.34
38 female 28.93 1 no southeast 5974.385
37 male 30.875 3 no northwest 6796.863
22 male 31.35 1 no northwest 2643.269
21 male 23.75 2 no northwest 3077.096
24 female 25.27 0 no northeast 3044.213
57 female 28.7 0 no southwest 11455.28
56 male 32.11 1 no northeast 11763
27 male 33.66 0 no southeast 2498.414
51 male 22.42 0 no northeast 9361.327
19 male 30.4 0 no southwest 1256.299
39 male 28.3 1 yes southwest 21082.16
58 male 35.7 0 no southwest 11362.76
20 male 35.31 1 no southeast 27724.29
45 male 30.495 2 no northwest 8413.463
35 female 31 1 no southwest 5240.765
31 male 30.875 0 no northeast 3857.759
50 female 27.36 0 no northeast 25656.58
32 female 44.22 0 no southeast 3994.178
51 female 33.915 0 no northeast 9866.305
38 female 37.73 0 no southeast 5397.617
42 male 26.07 1 yes southeast 38245.59
18 female 33.88 0 no southeast 11482.63
19 female 30.59 2 no northwest 24059.68
51 female 25.8 1 no southwest 9861.025
46 male 39.425 1 no northeast 8342.909
18 male 25.46 0 no northeast 1708.001
57 male 42.13 1 yes southeast 48675.52
62 female 31.73 0 no northeast 14043.48
59 male 29.7 2 no southeast 12925.89
37 male 36.19 0 no southeast 19214.71
64 male 40.48 0 no southeast 13831.12
38 male 28.025 1 no northeast 6067.127
33 female 38.9 3 no southwest 5972.378
46 female 30.2 2 no southwest 8825.086
46 female 28.05 1 no southeast 8233.098
53 male 31.35 0 no southeast 27346.04
34 female 38 3 no southwest 6196.448
20 female 31.79 2 no southeast 3056.388
63 female 36.3 0 no southeast 13887.2
54 female 47.41 0 yes southeast 63770.43
54 male 30.21 0 no northwest 10231.5
49 male 25.84 2 yes northwest 23807.24
28 male 35.435 0 no northeast 3268.847
54 female 46.7 2 no southwest 11538.42
25 female 28.595 0 no northeast 3213.622
43 female 46.2 0 yes southeast 45863.21
63 male 30.8 0 no southwest 13390.56
32 female 28.93 0 no southeast 3972.925
62 male 21.4 0 no southwest 12957.12
52 female 31.73 2 no northwest 11187.66
25 female 41.325 0 no northeast 17878.9
28 male 23.8 2 no southwest 3847.674
46 male 33.44 1 no northeast 8334.59
34 male 34.21 0 no southeast 3935.18
35 female 34.105 3 yes northwest 39983.43
19 male 35.53 0 no northwest 1646.43
46 female 19.95 2 no northwest 9193.839
54 female 32.68 0 no northeast 10923.93
27 male 30.5 0 no southwest 2494.022
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42 male 24.605 2 yes northeast 21259.38
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29 female 21.85 0 yes northeast 16115.3
32 male 28.12 4 yes northwest 21472.48
25 female 30.2 0 yes southwest 33900.65
41 male 32.2 2 no southwest 6875.961
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61 female 29.07 0 yes northwest 29141.36
@curran
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curran commented Sep 10, 2019

Where does this data come from?

@wenleicao
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sorry, Curran, I put it to a separate file. did not know you can add file to exist gist directly.

@curran
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curran commented Sep 13, 2019

Thanks for responding here! You can click the "Add File" button at the bottom left, then as the title of the file use README.md, then put the description in there.

@wenleicao
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already added, seems no way to make readme.md show as the 1st file.

@curran
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curran commented Sep 16, 2019

Your file is called Medical_Cost_Readme.md. If it is called README.md, then it will show differently.

@wenleicao
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got you, did not realize that. thanks

@curran
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curran commented Sep 17, 2019

Looks like it's at the top now. Awesome!

The conventional name is README.md, as opposed to ReadMe.md, but it looks like that works too.

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