When constructing a data file, categorical variables can be entered using either category labels (e.g., “M” and “F” for male and female) or numerical codes (e.g., “$0$” and “$1$”). While category labels are often easier to read and interpret, certain statistical analyses require numerical data. Advanced statistical programs often allow researchers to enter numbers while attaching descriptive category labels to them for clarity.