a. Select a target attribute or design it from several attributes.
b. Code attributes preserving order (if it is presented in attribute's values).
c. Fill empty spots with default values (if they exist) and select attributes for modeling.
a. Create a verbal conceptual model about relations between the target and other attributes.
b. Compute simple statistical characteristics of data and OLAP.
c. Select appropriate DM software.