Table 2 K-means method descriptive statistics for the first cluster of the middle risks class
From: K-means clustering of outpatient prescription claims for health insureds in Iran
Features | Number of insured | Mean | Std | Min | %25 | %50 | %75 | Max |
|---|---|---|---|---|---|---|---|---|
aInsurance paid sum | 48,348 | 597.87 | 186.888 | 320.87 | 436.62 | 570.52 | 744.58 | 991.01 |
age | 48,348 | 37.42 | 21.46 | 5 | 20 | 36 | 49 | 101 |
Medicine sum | 48,348 | 1329.30 | 25,841.61 | 1 | 534 | 906 | 1517 | 5,619,674 |
Prescription sum | 48,348 | 143.0812 | 50.55 | 1 | 106 | 136 | 174 | 446 |
aSum of Insurance paid & Deductions | 48,348 | 604.77 | 189.55 | 318.29 | 441.37 | 577.39 | 752.81 | 1372.24 |
aDeductions _sum | 48,348 | 6.90 | 18.53 | -127.24 | 0 | 0.61 | 5.90 | 521.02 |
aFranchise sum | 48,348 | 248.34 | 85.09 | 0 | 180.13 | 236.40 | 308.81 | 1699.02 |
Medicine for Acute disease | 48,348 | 343.93 | 262.18 | 0 | 182 | 302 | 451 | 27,204 |
Medicine for Chronic disease | 48,348 | 824.40 | 3830.43 | 0 | 210 | 497 | 1040 | 805,230 |
aIncome | 48,348 | 5909.84 | 2589.50 | 1950.51 | 3644.58 | 6645.14 | 7780.66 | 10,175.4 |