No Attributes Percentage of missing values Replaced with Data type Remark
1 Sex 5.1 Female Nominal Mode
2 Age 0.38 28.8(25-49) NumericĀ  Mean
3 Religion 6.33 Orthodox Nominal Mode
4 Marital status 5.84 Married Nominal Mode
5 Educational level 5.93 Primary Nominal Mode
6 Functional Status 19.48 W-working Nominal Mode
7 Reason Eligible For ART 1.25 Transfer in (TI) Nominal Mode
8 ART start Date 25.20 2006 Numeric Mode
9 Family Planning 14.14 No Yes/no Mode
10 OA weight 30.11 48.5 Numeric Mean
11 WHO stage 27.4 Stage3 Nominal Mode
12 Current Regimen 34.83 1a(30) Nominal Mode
13 Past ARV treatment 3.68 No Yes/no Mode
14 OACD4 7.83 102 Numeric Mean
Table 2: Summary of Missing Value Handled.